grepcent / static financial knowledge base

ZIPRECRUITER, INC. (ZIP)

CIK: 0001617553. SIC: 7370 Services-Computer Programming, Data Processing, Etc.. Latest 10-K as of: 2026-02-25.

SIC breadcrumb: Services > Business Services > SIC 7370 Services-Computer Programming, Data Processing, Etc.

SEC company page: https://www.sec.gov/edgar/browse/?CIK=1617553. Latest filing source: 0001617553-26-000016.

Informational only - descriptive public-record data, not investment advice.

Business

Read ZIP's verbatim Item 1 Business section from its latest 10-K: Business.

Risk Factors

Read ZIP's verbatim Item 1A Risk Factors from its latest 10-K: Risk Factors.

Selected Fundamentals

MetricValueUnitFYFiled
Revenue448,952,000USD20252026-02-25
Net income-32,994,000USD20252026-02-25
Assets569,743,000USD20252026-02-25

Financials

Annual standardized facts from SEC companyfacts as of latest extracted filing date 2026-02-25. Source: https://data.sec.gov/api/xbrl/companyfacts/CIK0001617553.json. Derived margins, ratios, and free cash flow are computed from the extracted annual SEC facts.

Download these verified figures (annual + quarterly, with per-value filing provenance): JSON · CSV

Flow metrics use full-year FY periods from 10-K/10-K/A filings; balance-sheet metrics use FY-end instants. Free cash flow = operating cash flow - capital expenditures. Missing metrics are omitted rather than fabricated.

Metric20182019202020212022202320242025
Revenue429,559,000418,142,000741,141,000904,649,000645,722,000474,001,000448,952,000
Net income-6,349,00086,048,0003,600,00061,494,00049,098,000-12,854,000-32,994,000
Operating income-6,318,00064,432,000-8,392,00097,228,00079,437,0001,262,000-19,358,000
Gross profit374,781,000363,979,000661,527,000818,351,000581,413,000423,851,000400,680,000
Diluted EPS-0.130.700.020.510.46-0.13-0.37
Operating cash flow-2,135,00088,013,000144,136,000128,808,000103,192,00045,735,00010,958,000
Capital expenditures2,519,0001,355,0006,083,0002,692,000918,000922,0001,078,000
Share buybacks0.0019,000,0002,750,000339,256,000147,565,00040,346,000102,105,000
Assets212,129,000398,619,000714,563,000659,500,000664,060,000569,743,000
Liabilities125,569,000163,651,000685,943,000651,135,000650,630,000646,944,000
Stockholders' equity-120,241,000-122,311,000-50,296,000234,968,00028,620,0008,365,00013,430,000-77,201,000
Cash and cash equivalents114,539,000254,621,000227,380,000283,043,000218,432,000188,028,000
Free cash flow-4,654,00086,658,000138,053,000126,116,000102,274,00044,813,0009,880,000

Ratios

ROE and ROA use period-end equity/assets. Liabilities / equity uses total liabilities divided by stockholders' equity. Current ratio uses current assets divided by current liabilities when both are reported.

Metric20182019202020212022202320242025
Net margin-1.48%20.58%0.49%6.80%7.60%-2.71%-7.35%
Operating margin-1.47%15.41%-1.13%10.75%12.30%0.27%-4.31%
Return on equity1.53%214.86%-95.71%
Return on assets40.56%0.90%8.61%7.44%-1.94%-5.79%
Liabilities / equity0.7023.9777.8448.45
Current ratio2.032.174.886.636.666.33

Industry Peer Context

Each number-line places ZIP against the min, median, and max of latest reported values among companies in the same SIC industry when at least three peers report that ratio.

Net margin peer context

ZIP Net margin versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 7370; peer count 31.ZIP Net margin versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 7370; peer count 31.31 SIC peersMin -81.3%Median 2.4%Max 60.8%ZIP -7.3%

Operating margin peer context

ZIP Operating margin versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 7370; peer count 31.ZIP Operating margin versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 7370; peer count 31.31 SIC peersMin -125.9%Median 4.2%Max 75.8%ZIP -4.3%

ROE peer context

ZIP ROE versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 7370; peer count 27.ZIP ROE versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 7370; peer count 27.27 SIC peersMin -121.6%Median 4.5%Max 201.6%ZIP -95.7%

ROA peer context

ZIP ROA versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 7370; peer count 32.ZIP ROA versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 7370; peer count 32.32 SIC peersMin -48.6%Median 1.6%Max 45.9%ZIP -5.8%

Financial Bridges

Waterfall figures reconcile reported SEC companyfacts components. Missing bridges are omitted when required components are not present for the same fiscal year.

Income statement bridge from reported figures

ZIP FY2025 income statement bridge from reported figures.ZIP FY2025 income statement bridge from reported figures.ZIP income bridgeFY2025: revenue to net incomeSource: SEC companyfacts FY2025.Income statement bridgeReported amount-$250.0M$0.0B$500.0M$449.0MRevenue-$48.3MCost$400.7MGross-$420.0MOpEx-$19.4MOperating-$13.6MOther/tax-$33.0MNet income

Figure provenance: SEC companyfacts FY 2025. Revenue: accession 0001617553-26-000016; concept RevenueFromContractWithCustomerExcludingAssessedTax; source concepts us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax | Gross profit: accession 0001617553-26-000016; concept GrossProfit; source concepts us-gaap:GrossProfit | Operating income: accession 0001617553-26-000016; concept OperatingIncomeLoss; source concepts us-gaap:OperatingIncomeLoss | Net income: accession 0001617553-26-000016; concept NetIncomeLoss; source concepts us-gaap:NetIncomeLoss

Free cash flow = operating cash flow - capital expenditures

ZIP FY2025 free cash flow bridge from reported figures.ZIP FY2025 free cash flow bridge from reported figures.ZIP free cash flow bridgeFY2025: operating cash flow less capital expendituresSource: SEC companyfacts FY2025.Free cash flow bridgeReported amount$0.0B$125.0M$250.0M$11.0MOperating cash flow-$1.1MCapex$9.9MFree cash flow

Figure provenance: SEC companyfacts FY 2025. Operating cash flow: accession 0001617553-26-000016; concept NetCashProvidedByUsedInOperatingActivities; source concepts us-gaap:NetCashProvidedByUsedInOperatingActivities | Capital expenditures: accession 0001617553-26-000016; concept PaymentsToAcquirePropertyPlantAndEquipment; source concepts us-gaap:PaymentsToAcquirePropertyPlantAndEquipment | Free cash flow: accession 0001617553-26-000016; concept NetCashProvidedByUsedInOperatingActivities - PaymentsToAcquirePropertyPlantAndEquipment; source concepts us-gaap:NetCashProvidedByUsedInOperatingActivities; us-gaap:PaymentsToAcquirePropertyPlantAndEquipment

Financial Charts

ZIP revenue, last 5 periods. Source: SEC companyfacts FY2025.ZIP revenue, last 5 periods. Source: SEC companyfacts FY2025.ZIP RevenueLatest point: FY2025 = $449.0MSource: SEC companyfacts FY2025.Fiscal yearReported revenue$0.0B$500.0M$1.0BFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001617553-26-000016; filed 2026-02-25. Concept: RevenueFromContractWithCustomerExcludingAssessedTax. Source concepts: us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax.

ZIP net income, last 5 periods. Source: SEC companyfacts FY2025.ZIP net income, last 5 periods. Source: SEC companyfacts FY2025.ZIP Net incomeLatest point: FY2025 = -$33.0MSource: SEC companyfacts FY2025.Fiscal yearNet income-$250.0M$0.0B$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001617553-26-000016; filed 2026-02-25. Concept: NetIncomeLoss. Source concepts: us-gaap:NetIncomeLoss.

ZIP operating income, last 5 periods. Source: SEC companyfacts FY2025.ZIP operating income, last 5 periods. Source: SEC companyfacts FY2025.ZIP Operating incomeLatest point: FY2025 = -$19.4MSource: SEC companyfacts FY2025.Fiscal yearOperating income-$250.0M$0.0B$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001617553-26-000016; filed 2026-02-25. Concept: OperatingIncomeLoss. Source concepts: us-gaap:OperatingIncomeLoss.

ZIP gross profit, last 5 periods. Source: SEC companyfacts FY2025.ZIP gross profit, last 5 periods. Source: SEC companyfacts FY2025.ZIP Gross profitLatest point: FY2025 = $400.7MSource: SEC companyfacts FY2025.Fiscal yearGross profit$0.0B$500.0M$1.0BFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001617553-26-000016; filed 2026-02-25. Concept: GrossProfit. Source concepts: us-gaap:GrossProfit.

ZIP diluted eps, last 5 periods. Source: SEC companyfacts FY2025.ZIP diluted eps, last 5 periods. Source: SEC companyfacts FY2025.ZIP Diluted EPSLatest point: FY2025 = -$0.37/shareSource: SEC companyfacts FY2025.Fiscal yearDiluted EPS (USD/share)-$0.50/share$0.00/share$1.00/shareFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001617553-26-000016; filed 2026-02-25. Concept: EarningsPerShareDiluted. Source concepts: us-gaap:EarningsPerShareDiluted.

ZIP operating cash flow, last 5 periods. Source: SEC companyfacts FY2025.ZIP operating cash flow, last 5 periods. Source: SEC companyfacts FY2025.ZIP Operating cash flowLatest point: FY2025 = $11.0MSource: SEC companyfacts FY2025.Fiscal yearOperating cash flow$0.0B$125.0M$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001617553-26-000016; filed 2026-02-25. Concept: NetCashProvidedByUsedInOperatingActivities. Source concepts: us-gaap:NetCashProvidedByUsedInOperatingActivities.

ZIP capital expenditures, last 5 periods. Source: SEC companyfacts FY2025.ZIP capital expenditures, last 5 periods. Source: SEC companyfacts FY2025.ZIP Capital expendituresLatest point: FY2025 = $1.1MSource: SEC companyfacts FY2025.Fiscal yearCapital expenditures$0.0B$125.0M$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001617553-26-000016; filed 2026-02-25. Concept: PaymentsToAcquirePropertyPlantAndEquipment. Source concepts: us-gaap:PaymentsToAcquirePropertyPlantAndEquipment.

ZIP share buybacks, last 5 periods. Source: SEC companyfacts FY2025.ZIP share buybacks, last 5 periods. Source: SEC companyfacts FY2025.ZIP Share buybacksLatest point: FY2025 = $102.1MSource: SEC companyfacts FY2025.Fiscal yearShare buybacks$0.0B$250.0M$500.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001617553-26-000016; filed 2026-02-25. Concept: PaymentsForRepurchaseOfCommonStock. Source concepts: us-gaap:PaymentsForRepurchaseOfCommonStock.

ZIP assets, last 5 periods. Source: SEC companyfacts FY2025.ZIP assets, last 5 periods. Source: SEC companyfacts FY2025.ZIP AssetsLatest point: FY2025 = $569.7MSource: SEC companyfacts FY2025.Fiscal yearAssets$0.0B$375.0M$750.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001617553-26-000016; filed 2026-02-25. Concept: Assets. Source concepts: us-gaap:Assets.

ZIP liabilities, last 5 periods. Source: SEC companyfacts FY2025.ZIP liabilities, last 5 periods. Source: SEC companyfacts FY2025.ZIP LiabilitiesLatest point: FY2025 = $646.9MSource: SEC companyfacts FY2025.Fiscal yearLiabilities$0.0B$375.0M$750.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001617553-26-000016; filed 2026-02-25. Concept: Liabilities. Source concepts: us-gaap:Liabilities.

ZIP stockholders' equity, last 5 periods. Source: SEC companyfacts FY2025.ZIP stockholders' equity, last 5 periods. Source: SEC companyfacts FY2025.ZIP Stockholders' equityLatest point: FY2025 = -$77.2MSource: SEC companyfacts FY2025.Fiscal yearStockholders' equity-$250.0M$0.0B$500.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001617553-26-000016; filed 2026-02-25. Concept: StockholdersEquity. Source concepts: us-gaap:StockholdersEquity.

ZIP cash and cash equivalents, last 5 periods. Source: SEC companyfacts FY2025.ZIP cash and cash equivalents, last 5 periods. Source: SEC companyfacts FY2025.ZIP Cash and cash equivalentsLatest point: FY2025 = $188.0MSource: SEC companyfacts FY2025.Fiscal yearCash and cash equivalents$0.0B$250.0M$500.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001617553-26-000016; filed 2026-02-25. Concept: CashAndCashEquivalentsAtCarryingValue. Source concepts: us-gaap:CashAndCashEquivalentsAtCarryingValue.

ZIP free cash flow, last 5 periods. Source: SEC companyfacts FY2025.ZIP free cash flow, last 5 periods. Source: SEC companyfacts FY2025.ZIP Free cash flowLatest point: FY2025 = $9.9MSource: SEC companyfacts FY2025.Fiscal yearFree cash flow$0.0B$125.0M$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001617553-26-000016; filed 2026-02-25. Concept: NetCashProvidedByUsedInOperatingActivities - PaymentsToAcquirePropertyPlantAndEquipment. Source concepts: us-gaap:NetCashProvidedByUsedInOperatingActivities; us-gaap:PaymentsToAcquirePropertyPlantAndEquipment.

Quarterly

Quarterly standardized facts from SEC companyfacts as of latest extracted filing date 2026-05-07. Source: https://data.sec.gov/api/xbrl/companyfacts/CIK0001617553.json.

Flow metrics use discrete quarter-length periods from 10-Q/10-Q/A filings. Q4 revenue and net income are derived only when annual FY and nine-month YTD facts exist for the same fiscal year; derived Q4 values are labeled. EPS Q4 is not derived.

QuarterEnd DateRevenueNet IncomeDiluted EPSMethod
2022-Q22022-06-300.11reported discrete quarter
2022-Q32022-09-300.17reported discrete quarter
2023-Q12023-03-310.05reported discrete quarter
2023-Q22023-03-315,011,000reported discrete quarter
2023-Q22023-06-30170,421,0000.14reported discrete quarter
2023-Q32023-06-3014,380,000reported discrete quarter
2023-Q32023-09-30155,630,0000.23reported discrete quarter
2023-Q42023-12-31135,922,0005,631,000derived Q4 = FY annual - nine-month YTD
2024-Q12024-03-31122,239,000-6,505,000-0.07reported discrete quarter
2024-Q22024-03-31-6,505,000reported discrete quarter
2024-Q22024-06-30123,658,0000.07reported discrete quarter
2024-Q32024-06-307,014,000reported discrete quarter
2024-Q32024-09-30117,084,000-0.03reported discrete quarter
2024-Q42024-12-31111,020,000-10,793,000derived Q4 = FY annual - nine-month YTD
2025-Q12025-03-31110,065,000-12,831,000-0.13reported discrete quarter
2025-Q22025-03-31-12,831,000reported discrete quarter
2025-Q22025-06-30112,232,000-0.10reported discrete quarter
2025-Q32025-06-30-9,506,000reported discrete quarter
2025-Q32025-09-30114,982,000-0.11reported discrete quarter
2025-Q42025-12-31111,673,000-835,000derived Q4 = FY annual - nine-month YTD
2026-Q12026-03-31107,547,000-4,738,000-0.06reported discrete quarter

Quarterly Charts

ZIP quarterly revenue, last 12 periods. Source: SEC companyfacts 2026-Q1.ZIP quarterly revenue, last 12 periods. Source: SEC companyfacts 2026-Q1.ZIP Quarterly RevenueLatest point: 2026-Q1 = $107.5MSource: SEC companyfacts 2026-Q1.Fiscal quarterQuarterly Revenue$0.0B$125.0M$250.0M2023-Q22023-Q32023-Q42024-Q12024-Q22024-Q32024-Q42025-Q12025-Q22025-Q32025-Q42026-Q1

Figure provenance: SEC companyfacts. Latest point: FY 2026 ended 2026-03-31; accession 0001617553-26-000031; filed 2026-05-07. Concept: RevenueFromContractWithCustomerExcludingAssessedTax. Source concepts: us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax.

ZIP quarterly net income, last 12 periods. Source: SEC companyfacts 2026-Q1.ZIP quarterly net income, last 12 periods. Source: SEC companyfacts 2026-Q1.ZIP Quarterly Net incomeLatest point: 2026-Q1 = -$4.7MSource: SEC companyfacts 2026-Q1.Fiscal quarterQuarterly Net income-$250.0M$0.0B$250.0M2023-Q22023-Q32023-Q42024-Q12024-Q22024-Q32024-Q42025-Q12025-Q22025-Q32025-Q42026-Q1

Figure provenance: SEC companyfacts. Latest point: FY 2026 ended 2026-03-31; accession 0001617553-26-000031; filed 2026-05-07. Concept: NetIncomeLoss. Source concepts: us-gaap:NetIncomeLoss.

ZIP quarterly diluted eps, last 12 periods. Source: SEC companyfacts 2026-Q1.ZIP quarterly diluted eps, last 12 periods. Source: SEC companyfacts 2026-Q1.ZIP Quarterly Diluted EPSLatest point: 2026-Q1 = -$0.06/shareSource: SEC companyfacts 2026-Q1.Fiscal quarterQuarterly Diluted EPS (USD/share)-$0.50/share$0.00/share$0.50/share2022-Q22022-Q32023-Q12023-Q22023-Q32024-Q12024-Q22024-Q32025-Q12025-Q22025-Q32026-Q1

Figure provenance: SEC companyfacts. Latest point: FY 2026 ended 2026-03-31; accession 0001617553-26-000031; filed 2026-05-07. Concept: EarningsPerShareDiluted. Source concepts: us-gaap:EarningsPerShareDiluted.

Macro Cross-References

Latest quarter (10-Q)

Latest 10-Q source: 0001617553-26-000031.

Extracted structurally from real Item 2 body heading to real Item 3/4 boundary. Published MD&A gate trimmed front/tail over-capture. Confidence: high. Filing date: 2026-05-07. Report date: 2026-03-31.

Item 2. Management’s Discussion and Analysis of Financial Condition and Results of Operations

You should read the following discussion and analysis of our financial condition and results of operations together with the consolidated financial statements and the related notes included in Item 1 “Financial Statements” in this Quarterly Report on Form 10-Q. Some of the information contained in this discussion and analysis or set forth elsewhere in this Quarterly Report on Form 10-Q, including information with respect to our plans and strategy for our business, includes forward-looking statements that involve risks and uncertainties. You should read the sections titled “Risk Factors” and “Note Regarding Forward-Looking Statements” for a discussion of important factors that could cause actual results to differ materially from the results described in or implied by the forward-looking statements contained in the following discussion and analysis.

OVERVIEW

Our Mission is to actively connect people to their next great opportunity.

ZipRecruiter is a two-sided marketplace for work. We generate substantially all of our revenue from fees paid by employers to post jobs and access other features in our marketplace. We offer our employers flat rate pricing on terms typically ranging from a day to a year, or performance-based pricing, such as cost-per-click, to align with each employer’s hiring needs.

ZipRecruiter is free to use for job seekers. Job seekers come to ZipRecruiter in search of their next opportunity. After establishing a profile, job seekers are able to apply to jobs with a single click. Our artificial intelligence-powered platform curates jobs and helps job seekers discover new opportunities and stand out to employers. As our matching technology learns more about job seekers’ preferences and attributes, our technology offers increasingly higher quality matches between job seekers and employers.

We plan to continue to invest aggressively in our marketplace to improve functionality and drive growth for the foreseeable future. We have made significant investments in our business to expand our employer and job seeker footprints, increase their engagement and enhance our datasets and machine learning.

For the three months ended March 31, 2026, our revenue was $107.5 million and we had a net loss of $4.7 million and Adjusted EBITDA of $9.7 million. For the three months ended March 31, 2025, our revenue was $110.1 million, and we had a net loss of $12.8 million and Adjusted EBITDA of $5.9 million. Adjusted EBITDA is a financial measure not presented in accordance with GAAP. For a definition of Adjusted EBITDA, an explanation of our management’s use of this measure and a reconciliation of net income (loss) to Adjusted EBITDA, see the section titled “Key Operating Metrics and Non-GAAP Financial Measures.”

KEY OPERATING METRICS AND NON-GAAP FINANCIAL MEASURES

In addition to the measures presented in our consolidated financial statements, we use the following key operating metrics and non-GAAP financial measures to identify trends affecting our business, formulate business plans, and make strategic decisions:

March 31,2025June 30,2025September 30,2025December 31,2025March 31,2026
Quarterly Paid Employers63,46666,30266,95959,10463,329
Revenue per Paid Employer$1,734$1,693$1,717$1,889$1,698

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Three Months Ended March 31,
20262025
(in thousands, except percentages)
Adjusted EBITDA$9,700$5,934
Adjusted EBITDA margin9%5%

Quarterly Paid Employers

We quantify the revenue-generating customer base as the number of Paid Employers in our marketplace. The Quarterly Paid Employer metric includes all actively recruiting employers (or entities acting on behalf of employers) on a paying subscription plan or performance marketing campaign for at least one day in a given quarter. Paid Employers excludes employers from our third-party sites or other indirect channels, employers who are not actively recruiting and employers on free trials. This group of employers excluded from our Paid Employer count does not contribute a significant amount of revenue.

In the quarter ended March 31, 2026, Quarterly Paid Employers increased 7% when compared to the quarter ended December 31, 2025. Despite the continued uncertainty in the labor market, our marketing and advertising investments and our continued product improvements drove more new and returning paid employers to our platform, increasing the number of Quarterly Paid Employers in our marketplace in the first quarter of 2026, following the holiday slowdown.

Revenue per Paid Employer

We evaluate Revenue per Paid Employer as a key indicator of our efforts to increase value provided to employers in our marketplace. We define Revenue per Paid Employer as total company revenue in a given period divided by Quarterly Paid Employers in the same period.

In the quarter ended March 31, 2026, Revenue per Paid Employer decreased when compared to the quarter ended December 31, 2025. While we believe our products and services continued to improve and offered more value for employers of all sizes, we saw a sequential decline in Revenue per Paid Employer consistent with historical seasonality as new and returning Paid Employers ramped up hiring over the course of the quarter ended March 31, 2026, following the holiday slowdown.

Adjusted EBITDA and Adjusted EBITDA Margin

We define Adjusted EBITDA as our net income (loss) before interest expense, other income (expense), net, income tax expense (benefit), and depreciation and amortization, adjusted to eliminate stock-based compensation expense. Adjusted EBITDA margin is calculated by dividing Adjusted EBITDA for a period by revenue for the same period.

We believe Adjusted EBITDA and Adjusted EBITDA margin are helpful to investors, analysts and other interested parties because they can assist in providing a more consistent and comparable overview of our operations across our historical financial periods. In addition, these measures are frequently used by analysts, investors and other interested parties to evaluate and assess performance. Adjusted EBITDA is not intended to be a substitute for any U.S. GAAP financial measure and, as calculated, may not be comparable to other similarly titled measures of performance of other companies in other industries or within the same industry.

Our Adjusted EBITDA and Adjusted EBITDA margin fluctuate from quarter to quarter depending on a variety of factors including, but not limited to, our investments in research and development, sales and marketing, headcount and our ability to generate revenue.

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The following table presents a reconciliation of net loss to Adjusted EBITDA for each of the periods indicated:

Three Months Ended March 31,
20262025
(in thousands)
Net loss$(4,738)$(12,831)
Stock-based compensation8,37014,627
Depreciation and amortization2,8782,976
Interest expense7,4467,392
Other (income) expense, net(3,420)(5,355)
Income tax benefit(836)(875)
Adjusted EBITDA$9,700$5,934

The following tables present net loss margin and Adjusted EBITDA margin for each of the periods indicated:

Three Months Ended March 31,
20262025
(in thousands, except percentages)
Revenue$107,547$110,065
Net loss(4,738)(12,831)
Net loss margin(4)%(12)%
Three Months Ended March 31,
20262025
(in thousands, except percentages)
Revenue$107,547$110,065
Adjusted EBITDA9,7005,934
Adjusted EBITDA margin9%5%

Impact of Macroeconomic Conditions

The labor market remains subdued, with employers reducing their demand for hiring, at least in part due to effects of a variety of global business and macroeconomic factors, including inflationary pressures, elevated borrowing costs, cybersecurity incidents, changes in laws, regulations and administrative policy, including those that impact trade agreements and tariffs, and the impacts of the wars in Ukraine and the Middle East. Further, with those currently employed continuing to leave their jobs at a low rate during the three months ended March 31, 2026, hiring levels remained lower compared to the three months ended March 31, 2025. In the three months ended March 31, 2026, we delivered $107.5 million in revenue, a 2% decrease compared to the three months ended March 31, 2025. Despite the continued uncertainty in the labor market, we had a similar number of Quarterly Paid Employers in our marketplace in the three months ended March 31, 2026 compared to the three months ended March 31, 2025.

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Components of Our Results of Operations

Revenue

We generate revenue primarily from fees paid by employers to post and distribute jobs in our marketplace, as well as multiple sites managed by Job Distribution Partners, which are third-party sites who have a relationship with us and advertise from our marketplace, and includes job boards, search engines, social networks, talent communities and resume services.

Our subscription revenue consists of time-based job posting plans, upsells which complement or expand visibility and prominence to job posting plans, and resume database plans.

We offer job posting plans with terms typically ranging from a day to a year on a flat rate subscription basis to access our marketplace, where customers may create and manage job postings and review incoming candidate applications. We recognize revenue ratably over the subscription period beginning on the date the subscription service is made available to the customer. Our nonrefundable subscriptions are typically subject to renewal at the end of the subscription term.

Our upsell services complement or expand visibility to job posting plans and are typically sold on a subscription basis. Upsell services revenue is recognized ratably over the term of the agreement beginning on the date the upsell services are made available to the customer. Additionally, upsell services include job posting enhancements which are applied to individual job postings. Such services enhance job postings by providing customers with a temporary boost in the prominence of their job postings, expanding visibility to job postings by inviting highly qualified potential candidates to apply to the job, or highlighting key attributes of job postings to make them stand out to job seekers. Revenue from job posting enhancements is recognized as the customer uses the enhancements on its job postings.

Resume database plans allow our customers to search and view resumes and revenue is recognized ratably over the subscription period.

Performance-based revenue is recognized when a candidate clicks on a job distributed by ZipRecruiter on behalf of a customer. For performance-based revenue, our customers pay an amount per click usually capped at a contractual maximum per job recruitment campaign.

For a description of our revenue accounting policies, see Note 2 – Basis of Presentation, Principles of Consolidation, and Summary of Significant Accounting Policies to our audited consolidated financial statements in our Annual Report on Form 10-K for the fiscal year ended December 31, 2025, or the 2025 Form 10-K.

[Excerpt truncated for page length; source filing is linked above.]

Latest 10-K MD&A

Extracted from Item 7 to the first post-MD&A boundary after HTML sanitization. Confidence: high. Filing date: 2026-02-25. Report date: 2025-12-31.

Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations

You should read the following discussion and analysis of our financial condition and results of operations together with the consolidated financial statements and the related notes included in Item 8 “Financial Statements and Supplementary Data” in this Annual Report on Form 10-K. Some of the information contained in this discussion and analysis or set forth elsewhere in this Annual Report on Form 10-K, including information with respect to our plans and strategy for our business, includes forward-looking statements that involve risks and uncertainties. You should read the sections titled “Risk Factors” and “Note Regarding Forward-Looking Statements” for a discussion of important factors that could cause actual results to differ materially from the results described in or implied by the forward-looking statements contained in the following discussion and analysis.

OVERVIEW

Our Mission is to actively connect people to their next great opportunity.

ZipRecruiter is a two-sided marketplace for work. We generate substantially all of our revenue from fees paid by employers to post jobs and access other features in our marketplace. We offer our employers flat rate pricing on terms typically ranging from a day to a year, or performance-based pricing, such as cost-per-click, to align with each employer’s hiring needs.

ZipRecruiter is free to use for job seekers. Job seekers come to ZipRecruiter in search of their next opportunity. After establishing a profile, job seekers are able to apply to jobs with a single click. Our artificial intelligence-powered platform curates jobs and helps job seekers discover new opportunities and stand out to employers. As our matching technology learns more about job seekers’ preferences and attributes, our technology offers increasingly higher quality matches between job seekers and employers.

We plan to continue to invest aggressively in our marketplace to improve functionality and drive growth for the foreseeable future. We have made significant investments in our business to expand our employer and job seeker footprints, increase their engagement and enhance our datasets and machine learning.

For the year ended December 31, 2025, our revenue was $449.0 million and we had a net loss of $33.0 million and Adjusted EBITDA of $40.8 million. For the year ended December 31, 2024, our revenue was $474.0 million and we had a net loss of $12.9 million and Adjusted EBITDA of $78.0 million. Adjusted EBITDA is a financial measure not presented in accordance with GAAP. For a definition of Adjusted EBITDA, an explanation of our management’s use of this measure and a reconciliation of net income (loss) to Adjusted EBITDA, see the section titled “Key Operating Metrics and Non-GAAP Financial Measures.”

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KEY OPERATING METRICS AND NON-GAAP FINANCIAL MEASURES

In addition to the measures presented in our consolidated financial statements, we use the following key operating metrics and non-GAAP financial measures to identify trends affecting our business, formulate business plans, and make strategic decisions:

March 31, 2024June 30, 2024September 30, 2024December 31, 2024March 31, 2025June 30, 2025September 30, 2025December 31, 2025
Quarterly Paid Employers71,57270,45865,22257,83363,46666,30266,95959,104
Revenue per Paid Employer$1,708$1,755$1,795$1,920$1,734$1,693$1,717$1,889
Year Ended December 31,
20252024
(in thousands, except percentages)
Adjusted EBITDA$40,750$78,006
Adjusted EBITDA margin9%16%

Quarterly Paid Employers

We quantify the revenue-generating customer base as the number of Paid Employers in our marketplace. The Quarterly Paid Employer metric includes all actively recruiting employers (or entities acting on behalf of employers) on a paying subscription plan or performance marketing campaign for at least one day in a given quarter. Paid Employers excludes employers from our third-party sites or other indirect channels, employers who are not actively recruiting and employers on free-trials. This group of employers excluded from our Paid Employer count does not contribute a significant amount of revenue.

In the fourth quarter of the year ended December 31, 2025, Quarterly Paid Employers increased 2% when compared to the fourth quarter of the year ended December 31, 2024, versus a decrease in the fourth quarter of the year ended December 31, 2024 compared to the fourth quarter of the year ended December 31, 2023. Despite the continued uncertainty in the labor market, our higher marketing and advertising investments during the year ended December 31, 2025 drove more new and returning paid employers to our platform, increasing the number Quarterly Paid Employers in our marketplace in the fourth quarter of the year ended December 31, 2025 compared to the fourth quarter of the year ended December 31, 2024.

Revenue per Paid Employer

We evaluate Revenue per Paid Employer as a key indicator of our efforts to increase value provided to employers in our marketplace. We define Revenue per Paid Employer as total company revenue in a given period divided by Quarterly Paid Employers in the same period.

In the fourth quarter of the year ended December 31, 2025, Revenue per Paid Employer decreased 2% when compared to the fourth quarter of the year ended December 31, 2024. While we believe our products and services continued to improve and offered more value for employers of all sizes, we saw a 2% year-over-year decrease as hiring demand remains more muted.

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Adjusted EBITDA and Adjusted EBITDA Margin

We define Adjusted EBITDA as our net income (loss) before interest expense, other income (expense), net, income tax expense (benefit), and depreciation and amortization, adjusted to eliminate stock-based compensation expense. Adjusted EBITDA margin is calculated by dividing Adjusted EBITDA for a period by revenue for the same period.

We believe Adjusted EBITDA and Adjusted EBITDA margin are helpful to investors, analysts and other interested parties because they can assist in providing a more consistent and comparable overview of our operations across our historical financial periods. In addition, these measures are frequently used by analysts, investors and other interested parties to evaluate and assess performance. Adjusted EBITDA is not intended to be a substitute for any U.S. GAAP financial measure and, as calculated, may not be comparable to other similarly titled measures of performance of other companies in other industries or within the same industry.

Our Adjusted EBITDA and Adjusted EBITDA margin fluctuate from quarter to quarter depending on a variety of factors including, but not limited to, our investments in research and development, sales and marketing, headcount and our ability to generate revenue.

The following table presents a reconciliation of net loss to Adjusted EBITDA for each of the periods indicated:

Year Ended December 31,
20252024
(in thousands)
Net loss$(32,994)$(12,854)
Stock-based compensation47,64664,453
Depreciation and amortization12,46212,291
Interest expense29,62929,597
Other (income) expense, net(18,369)(21,838)
Income tax expense2,3766,357
Adjusted EBITDA$40,750$78,006

The following tables present net loss margin and Adjusted EBITDA margin for each of the periods indicated:

Year Ended December 31,
20252024
(in thousands, except percentages)
Revenue$448,952$474,001
Net loss(32,994)(12,854)
Net loss margin(7)%(3)%
Year Ended December 31,
20252024
(in thousands, except percentages)
Revenue$448,952$474,001
Adjusted EBITDA40,75078,006
Adjusted EBITDA margin9%16%

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FACTORS AFFECTING OUR PERFORMANCE

We believe that the growth and future success of our business depends on many factors. While each of these factors presents significant opportunities for our business, they also pose important challenges that we must successfully address in order to grow and improve our results of operations and profitability.

Attract More Employers

Our ability to maintain and grow an expansive universe of employers and job opportunities in our marketplace over time is critical to our business’s future. We acquire new employers primarily through marketing programs and our sales teams.

Our ability to cost effectively attract both employers and job seekers is critical to our success. Given that our marketplace remains free for job seekers, employers’ spending funds our continued investment in matching technology. The majority of our marketing efforts to date have been toward reaching employers. Our investment in employer-specific marketing has driven a significant increase in brand awareness. We believe scaling our brand has a positive impact on our ability to attract both employers and job seekers to our marketplace. We plan to continue to invest in the sales and marketing channels that we believe will drive further brand awareness and preference amongst both employers and job seekers. We are focused on the effectiveness of our sales and marketing spend and will continue to be disciplined in how we measure and re-invest in growing both sides of our marketplace.

Most of the employers in our marketplace use our self-serve tools to gain access to our marketplace and do not require a salesperson to help them initially onboard and begin using ZipRecruiter. Other employers have more sophisticated needs or require greater assistance from our sales team. We expect that our sales teams will continue to become more efficient over time, even as we scale the team to appropriately meet demand from our employer customers.

Create More Value for Employers

While our marketplace serves a wide variety of employers, all employers benefit from finding the right candidate quickly. We bring employers and job seekers together using industry-leading matching technology. This technology benefits from the billions of data points we gather as job seekers and employers interact, leading to better matches over time.

Average Monthly Revenue per Paid Employer by Employer Cohort Start Year

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Satisfied employers continue to expand their relationship with us in terms of additional jobs and tenure in our marketplace. Those with recurring hiring needs remain active in our marketplace over time and tend to increase their spend each year, posting additional jobs and purchasing job enhancement products.

Despite the impact on employer hiring demand, our cohort trends remained intact: employers across annual cohorts continue to spend more, on average, over time. While some cohorts have seen declines amid a subdued hiring environment in 2025, more recent cohorts are showing steady gains as employers increase their use of ZipRecruiter. As employers engage more deeply with the platform, our matching models learn from their hiring behavior, enabling us to deliver greater value and capture increasing share of wallet over time. When hiring conditions normalize to historical levels, we would expect broader strength across cohorts and for these long-term trends to continue.

Attract More Job Seekers

For job seekers, we operate like a personal recruiter, presenting highly qualified potential candidates to employers before they have applied. Phil, our AI-powered career advisor, engages job seekers on their journey and provides technology that makes their job search and application process more efficient. Our ability to cost effectively grow the number of job seekers and increase their engagement in our marketplace is critical to strengthen our marketplace. We compete for job seekers on many fronts, including our ability to surface unique and attractive jobs, our ability to simplify the hiring process, the transparent feedback job seekers receive on the status of their applications and our trusted brand. We believe our offering to job seekers compares favorably versus alternatives due to the combination of our large and unique set of jobs to choose from, plus our proven matching technology that continues to get smarter over time. We believe that our unique product offering and investments in media campaigns are why we have been the #1 rated job search app on iOS and Android for the past nine years1. We believe that this is a testament to our high aided brand awareness and superior job seeker products.

We will continue to invest in growing the number of job seekers in our marketplace that are either actively or passively open to evaluating new opportunities through a variety of acquisition strategies.

Investments in Technology

The technology that drives high-quality matches between our job seekers and employers remains a significant investment priority. We are continuously improving our data science and machine learning models, leveraging the billions of interactions taking place in our marketplace to drive meaningful improvements in the quality of matches we share with our users. Our continued improvement of the technology underpinning our marketplace and product experience is paramount to our user experience, driving our ability to attract and retain employers and job seekers and generate revenue. As such, we will continue to invest in our technology to continue to evolve our marketplace to provide improved experiences and impact for both employers and job seekers.

We have invested in research and development to improve our matching technology and deliver a high-quality experience to employers and job seekers. In 2025 and 2024, we spent $124.6 million and $134.8 million, respectively, or 28% of total revenue for both 2025 and 2024, on research and development. We believe the return on these investments will create operating leverage over time while continuing to drive top-line growth.

Seasonality

Our business is seasonal, reflecting typical behavior in hiring markets. Hiring activity tends to decelerate in the fourth quarter. Beginning in the second half of 2022, we observed declines in revenue primarily driven by a macroeconomic cooling in the hiring market. This trend continued throughout 2023

1 Based on job seeker app ratings, during the period of January 2017 to January 2026 from AppFollow for ZipRecruiter, Glassdoor, Indeed, LinkedIn, and Monster.

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and 2024 as we continued to observe employers moderating hiring plans and reducing recruitment budgets in response to economic uncertainty. This resulted in atypical seasonal hiring patterns. While hiring continued to slow during 2025, we observed some stabilization in the hiring market. Revenue grew sequentially in the second and third quarters of 2025, before declining in the fourth quarter of 2025. These results were more consistent with typical seasonality.

Impact of Macroeconomic Conditions

The labor market remains subdued, with employers reducing their demand for hiring, at least in part due to effects of a variety of global business and macroeconomic factors, including inflationary pressures, increasing borrowing costs, cybersecurity incidents, changes in laws, regulations and administrative policy, including those that impact trade agreements and tariffs, and the impacts of the wars in Ukraine and the Middle East. Further, with those currently employed continuing to leave their jobs at a low rate during the year ended December 31, 2025, hiring levels remained lower compared to the year ended December 31, 2024. In the year ended December 31, 2025, we delivered $449.0 million in revenue, a 5% decrease compared to the year ended December 31, 2024. Despite the continued uncertainty in the labor market, we had a higher number of Quarterly Paid Employers in our marketplace in the fourth quarter of the year ended December 31, 2025 compared to the fourth quarter of the year ended December 31, 2024.

Components of Our Results of Operations

Revenue

We generate revenue primarily from fees paid by employers to post and distribute jobs in our marketplace, as well as multiple sites managed by Job Distribution Partners, which are third-party sites who have a relationship with us and advertise from our marketplace, and includes job boards, search engines, social networks, talent communities and resume services.

Our subscription revenue consists of time-based job posting plans, upsells which complement or expand visibility and prominence to job posting plans and resume database plans.

We offer job posting plans with terms typically ranging from a day to a year on a flat rate subscription basis to access our marketplace, where customers may create and manage job postings and review incoming candidate applications. We recognize revenue ratably over the subscription period beginning on the date the subscription service is made available to the customer. Our nonrefundable subscriptions are typically subject to renewal at the end of the subscription term.

Our upsell services complement or expand visibility to job posting plans and are typically sold on a subscription basis. Upsell services revenue is recognized ratably over the term of the agreement beginning on the date the upsell services are made available to the customer. Additionally, upsell services include job posting enhancements which are applied to individual job postings. Such services enhance job postings by providing customers with a temporary boost in the prominence of their job postings, expanding visibility to job postings by inviting highly qualified potential candidates to apply to the job, or highlighting key attributes of job postings to make them stand out to job seekers. Revenue from job posting enhancements is recognized as the customer uses the enhancements on its job postings.

Resume database plans allow our customers to search and view resumes and revenue is recognized ratably over the subscription period.

Performance-based revenue is recognized when a candidate clicks on a job distributed by ZipRecruiter on behalf of a customer. For performance-based revenue, our customers pay an amount per click usually capped at a contractual maximum per job recruitment campaign.

For a description of our revenue accounting policies, see the section titled “Critical Accounting Policies and Estimates” below.

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Cost of Revenue and Gross Profit

Cost of Revenue

Cost of revenue consists of third-party hosting fees, credit card processing fees, personnel-related costs (including salaries, bonuses, benefits, and stock-based compensation) for customer support employees, partner revenue share amounts, job distribution costs from performance-based revenue, and amortization of capitalized software costs associated with our marketplace technology to provide services for our customers. In addition, we allocate a portion of overhead costs, such as rent, IT costs, supplies and depreciation and amortization, to cost of revenue based on headcount.

We expect cost of revenue to increase or decrease in absolute dollars in direct correlation to revenue in future periods due to payment processing fees, third-party hosting fees, personnel-related costs to support additional transaction volume, and amortization expense associated with our capitalized internal-use software and development cost. We expect our cost of revenue as a percentage of revenue to remain relatively flat from year to year but may vary from quarter to quarter as a percentage of our revenue due to the timing and extent of these expenses.

Gross Profit and Gross Margin

Our gross profit may fluctuate from period to period. Such fluctuations may be influenced by our revenue, timing and amount of investments to expand hosting capacity, our continued investments in our support teams, and the amortization expense associated with our capitalized internal-use software and development cost. We expect our gross margin to remain relatively flat from year to year but may vary from quarter to quarter as a percentage of our revenue due to the timing and extent of these expenses.

Costs and Operating Expenses

Sales and Marketing

Marketing and advertising expense includes advertising, online lead generation, customer and industry events, and candidate acquisition. Other sales and marketing expense consists of personnel-related costs (including salaries, sales commissions, bonuses, benefits, and stock-based compensation) for our sales and marketing employees, marketing activities, and related allocated overhead costs. We allocate a portion of overhead costs, such as rent, IT costs, supplies, and depreciation and amortization, to sales and marketing expense based on headcount. Sales and marketing costs are expensed as incurred.

We expect that sales and marketing expenses will decrease or increase on an absolute dollar basis as we adjust our highly variable sales and marketing spend budget throughout economic cycles to conserve or reallocate spend where we see the greatest returns. Additionally, sales and marketing expenses may vary from period to period as a percentage of revenue for the foreseeable future as we constantly measure the expected returns of specific sales and marketing initiatives and adjust spend levels up or down accordingly. This discipline has been a key aspect of our strong financial performance through a wide range of macroeconomic conditions. We expect that these expenses will continue to be our largest operating expense category for the foreseeable future as we continue to invest in our sales and marketing efforts over time.

Research and Development

Research and development expense consists of personnel-related costs (including salaries, bonuses, benefits, and stock-based compensation) for our research and development employees, amortization of capitalized software costs associated with the development of internal databases, candidate insights, reporting that supports our marketplace technology and the cost of certain third-party service providers. We allocate a portion of overhead costs, such as rent, IT costs, supplies, and depreciation and

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amortization, to research and development expenses based on headcount. Research and development costs, other than software development costs qualifying for capitalization, are expensed as incurred.

We believe continued investments in research and development are important to attain our strategic objectives. This expense may vary as a percentage of total revenue for the foreseeable future as we continue to invest in research and development activities related to ongoing improvements to, and maintenance of, our marketplace, expansion of our services, as well as other research and development programs, including the hiring of engineering, product development, and design employees to support these efforts.

General and Administrative

General and administrative expense consists of personnel-related costs (including salaries, bonuses, benefits, and stock-based compensation) for employees in our executive, finance, human resource and administrative departments, and fees for third-party professional services, including consulting, legal and accounting services. In addition, we allocate a portion of overhead costs, such as rent, IT costs, supplies, and depreciation and amortization, to general and administrative expense based on headcount.

Interest Expense

Interest expense consists of interest costs associated with our outstanding borrowings, undrawn fees associated with our credit facility, and amortization of issuance costs for our credit facility and senior unsecured notes.

Other Income (Expense), Net

Other income (expense), net consists primarily of interest income recognized on cash, cash equivalents and marketable securities, gains and losses from foreign currency exchange transactions, and realized gains and losses recognized on sales of available-for-sale debt securities. We have foreign currency exposure primarily related to personnel-related expenses that are denominated in currencies other than the U.S. Dollar, principally the Canadian Dollar, British Pound and the Israeli New Shekel.

Income Tax Expense (Benefit)

We are subject to federal and state income taxes in the United States, as well as several international jurisdictions. The effective tax rate for the year ended December 31, 2025 differed from the U.S. federal statutory rate of 21% primarily due to certain non-deductible stock based compensation expenses, certain executive compensation expenses subject to limitation, changes in unrecognized tax benefits, and valuation allowances on certain tax carryforwards, partially offset by research and development tax credits.

Results of Operations

A discussion regarding our financial condition and results of operations for fiscal year 2025 compared to fiscal year 2024 is presented below.

A discussion regarding our financial condition and results of operations for fiscal year 2024 compared to fiscal year 2023 can be found in “Management’s Discussion and Analysis of Financial Condition and Results of Operations” within our Annual Report on Form 10-K for the fiscal year ended December 31, 2024, which is available free of charge on the SEC’s website at http://www.sec.gov.

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The following table sets forth our consolidated results of operations for each of the periods presented:

Year Ended December 31,
20252024
(in thousands)
Revenue(1)$448,952$474,001
Cost of revenue(2)48,27250,150
Gross profit400,680423,851
Operating expenses
Sales and marketing(2)227,908215,808
Research and development(2)124,565134,831
General and administrative(2)67,56571,950
Total operating expenses420,038422,589
Income (loss) from operations(19,358)1,262
Other income (expense)
Interest expense(29,629)(29,597)
Other income (expense), net18,36921,838
Total other income (expense), net(11,260)(7,759)
Loss before Income taxes(30,618)(6,497)
Income tax expense2,3766,357
Net loss$(32,994)$(12,854)

____________

(1)Revenue is comprised as follows:

Year Ended December 31,
20252024
(in thousands)
Subscription revenue$345,155$369,823
Performance-based revenue103,797104,178
Total revenue$448,952$474,001

(2)Includes stock-based compensation expense as follows:

Year Ended December 31,
20252024
(in thousands)
Cost of revenue$425$611
Sales and marketing7,97410,647
Research and development22,71533,604
General and administrative16,53219,591
Total stock-based compensation$47,646$64,453

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Comparison of the Years Ended December 31, 2025 and 2024

Revenue

Year Ended December 31,
20252024$ Change% Change
(in thousands, except percentages)
Total revenue$448,952$474,001$(25,049)(5)%

Revenue decreased by $25.0 million, or 5%, for the year ended December 31, 2025 compared to the year ended December 31, 2024. With those currently employed continuing to leave their jobs at a low rate during the year ended December 31, 2025, hiring levels remained lower compared to the year ended December 31, 2024, reflecting uncertainty in the economy. Subscription revenue decreased by $24.7 million, or 7%, and performance-based revenue decreased slightly for the year ended December 31, 2025 compared to the year ended December 31, 2024. While we believe our products and services continued to improve, providing more value for employers of all sizes by offering solutions with leading matching technology to help employers identify and recruit standout candidates, we saw a decline in employer spending on our marketplace products and services during the year ended December 31, 2025. We believe the decline reflects the prevailing softness in hiring demand amidst the challenging macroeconomic conditions.

Cost of Revenue and Gross Margin

Year Ended December 31,
20252024$ Change% Change
(in thousands, except percentages)
Cost of revenue$48,272$50,150$(1,878)(4)%
Gross margin89%89%

Cost of revenue decreased by $1.9 million, or 4%, for the year ended December 31, 2025 compared to the year ended December 31, 2024, primarily due to a decrease of $2.1 million in partner revenue share and a decrease of $1.0 million in IT overhead costs, partially offset by an increase of $1.8 million in job distribution costs from performance-based revenue. Gross margin was 89% for both the years ended December 31, 2025 and December 31, 2024, reflecting our continued commitment to maintaining costs proportionate to revenue.

Sales and Marketing

Year Ended December 31,
20252024$ Change% Change
(in thousands, except percentages)
Sales and marketing$227,908$215,808$12,1006%
Percentage of revenue51%46%

Sales and marketing expenses increased by $12.1 million, or 6%, for the year ended December 31, 2025 compared to the year ended December 31, 2024. Marketing and advertising spend increased $24.8 million compared to the prior-year period as we deployed marketing dollars towards campaigns we believe will drive a strong return on investment. The increase was partially offset by a decrease of $7.7 million in personnel-related costs for our sales and marketing employees corresponding with lower headcount in the current period. Stock-based compensation expense for our sales and marketing employees also decreased by $2.7 million primarily driven by a lower grant date fair value of equity awards recognized as expense in the current period as well as lower headcount. Additionally, deferred

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commission costs decreased by $2.3 million for the year ended December 31, 2025 compared to the year ended December 31, 2024, primarily driven by the change in accounting estimate effective beginning April 1, 2025 by adjusting the expected customer life from three years to four years . For more information on deferred commission costs, please see Note 5 – Revenue Information to the audited financial statements included in this report.

Research and Development

Year Ended December 31,
20252024$ Change% Change
(in thousands, except percentages)
Research and development$124,565$134,831$(10,266)(8)%
Percentage of revenue28%28%

Research and development expenses decreased by $10.3 million, or 8%, for the year ended December 31, 2025 compared to the year ended December 31, 2024, primarily driven by a $10.9 million decrease in stock-based compensation expense for our research and development employees corresponding with lower headcount in the current-year period as well as a lower grant date fair value of equity awards recognized as expense in the current period.

General and Administrative

Year Ended December 31,
20252024$ Change% Change
(in thousands, except percentages)
General and administrative$67,565$71,950$(4,385)(6)%
Percentage of revenue15%15%

General and administrative expenses decreased by $4.4 million, or 6%, for the year ended December 31, 2025 compared to the year ended December 31, 2024, primarily driven by a $3.1 million decrease in stock-based compensation expense for our general and administrative employees primarily driven by a lower grant date fair value of equity awards recognized as expense in the current period.

Total Other Income (Expense), Net

Year Ended December 31,
20252024$ Change% Change
(in thousands, except percentages)
Total other income (expense), net$(11,260)$(7,759)$(3,501)45%

Total other income (expense), net, increased by $3.5 million, or 45%, for the year ended December 31, 2025 compared to the year ended December 31, 2024, primarily driven by a $4.1 million decrease related to income accretion for our marketable securities purchased at a discount.

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Income Tax Expense (Benefit)

Year Ended December 31,
20252024$ Change% Change
(in thousands, except percentages)
Income tax expense$2,376$6,357$(3,981)(63)%
Effective tax rate(8)%(98)%

Income tax expense decreased by $4.0 million, or 63%, for the year ended December 31, 2025 compared to the year ended December 31, 2024. The decrease in income tax expense is primarily due to the impact of a decrease in pre-tax income on federal and state taxes partially offset by an increase in executive compensation limitations and a decrease in tax benefits from research and development tax credits, net of valuation allowances.

Our effective tax rate in the years ended December 31, 2025 and 2024 was (7.8)% and (97.8)%, respectively. Our effective tax rate for the year ended December 31, 2025 differed from the U.S. federal statutory rate of 21% primarily due to certain non-deductible stock based compensation expenses, certain executive compensation expenses subject to limitation, changes in unrecognized tax benefits, and valuation allowances on certain tax carryforwards, partially offset by research and development tax credits. Our effective tax rate for the year ended December 31, 2024 differed from the U.S. federal statutory rate of 21% primarily due to research and development tax credits, partially offset by state taxes, valuation allowances on certain tax credit and loss carryforwards, and non-deductible expenses such as limitations on the amount of deductible executive compensation and certain stock-based compensation expenses.

Liquidity and Capital Resources

As of December 31, 2025, we had cash, cash equivalents, and marketable securities totaling $409.1 million and $287.7 million available in unused borrowing capacity under our current credit facility. We have financed our operations and capital expenditures primarily through cash generated from operations, sales of shares of common and preferred stock and from our senior unsecured notes, bank loans, and convertible notes. As of December 31, 2025, we had no amounts outstanding under our credit facility.

We believe our existing cash, cash equivalents, marketable securities, cash flow from operations, and amounts available for borrowing under our bank loan agreement will be sufficient to meet our working capital requirements for at least the next 12 months. To the extent existing cash, cash equivalents, marketable securities, cash from operations, and amounts available for borrowing are insufficient to fund future activities, we may need to raise additional funds. In the future, we may attempt to raise additional capital through the sale of equity securities or through equity-linked or debt financing arrangements. If we raise additional funds by issuing equity or equity-linked securities, the ownership of our existing stockholders will be diluted. If we raise additional financing by the incurrence of additional indebtedness, we may be subject to increased fixed payment obligations and could also be subject to additional restrictive covenants, such as limitations on our ability to incur additional debt, and other operating restrictions that could adversely impact our ability to conduct our business. Any future indebtedness we incur may result in terms that could be unfavorable to equity investors. There can be no assurances that we will be able to raise additional capital. The inability to raise capital could adversely affect our ability to achieve our business objectives.

Credit Facility

In April 2021, we entered into a $250.0 million credit facility agreement with a syndicate of banks. In July 2024, we entered into a supplement to the credit facility agreement, which increased the aggregate revolving commitments available under the credit facility from $250.0 million to $290.0 million. The credit facility has a maturity date of April 30, 2026 and bears interest at a rate based upon our Net Leverage

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Ratio. Our Net Leverage Ratio is defined as total debt less total cash and permitted investments outstanding at period end, with a maximum total cash and permitted investments adjustment of $550.0 million, divided by the trailing 12 months of earnings, adjusted for items such as non-cash expenses and other nonrecurring transactions. We are also obligated to pay other customary fees including a commitment fee on a quarterly basis based on amounts committed but unused under the credit facility at a rate between 0.25% to 0.35%, depending on our Net Leverage Ratio. The amount available under the credit facility is reduced by letters of credit outstanding, which totaled $2.3 million as of December 31, 2025. The letters of credit outstanding relate to various leased office spaces.

The credit facility is collateralized by security interests in substantially all of our assets and includes customary events of default such as non-payment of principal, non-payment of interest or fees, inaccuracy of representations and warranties, violation of certain covenants, cross default to certain other indebtedness, bankruptcy and insolvency events, material judgments against us, and a change of control. The occurrence of an event of default could result in the acceleration of the obligations under the credit facility.

The credit facility agreement contains customary representations, warranties, affirmative covenants, such as financial statement reporting requirements, negative covenants, and financial covenants, such as maintenance of certain net leverage ratio requirements. The negative covenants include restrictions that, among other things, restrict our ability to incur liens and indebtedness, make certain investments, declare dividends, dispose of, transfer or sell assets, make stock repurchases and consummate certain other matters, all subject to certain exceptions.

For more information on the credit facility, please see Note 11 – Debt to the audited financial statements included in this report.

We have no amounts outstanding under the credit facility and are in compliance with our debt covenants as of December 31, 2025.

Senior Unsecured Notes

On January 12, 2022, we issued an aggregate principal amount of $550.0 million senior unsecured notes due 2030 in a private placement. The senior unsecured notes were issued pursuant to an indenture dated as of January 12, 2022, or the Indenture. Pursuant to the Indenture, the senior unsecured notes will mature on January 15, 2030 and bear interest at a rate of 5% per year. Interest on the senior unsecured notes is payable semi-annually in arrears on January 15 and July 15 of each year.

The Indenture contains certain customary negative covenants, including, but not limited to, limitations on the incurrence of debt, limitations on liens, limitations on consolidations or mergers, and limitations on asset sales. The Indenture also contains customary events of default.

At any time prior to January 15, 2030, we have the option, at our sole discretion, to redeem all or a portion of our senior unsecured notes subject to the payment of certain premiums, make-whole provisions, and accrued and unpaid interest. In addition, we may, at any time and from time to time, seek to retire or purchase our outstanding debt through open-market purchases, privately negotiated transactions, tender offers, exchange offers or otherwise, which, if completed, could involve the use of cash, in amounts that may be material, and will depend on prevailing market conditions, our liquidity requirements, contractual restrictions and other factors that could materially affect our liquidity. Upon the occurrence of a change of control triggering event, we must offer to repurchase the senior unsecured

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notes at a repurchase price equal to 101% of the aggregate principal amount to be repurchased, and any accrued and unpaid interest.

For more information on the senior unsecured notes, please see Note 11 – Debt to the audited financial statements included in this report.

Share Repurchase Program

As of December 31, 2025, our board of directors has authorized us to repurchase up to $750.0 million of our outstanding common stock, with no fixed expiration. We may, at any time and from time to time, seek to repurchase shares of common stock through open market or privately negotiated transactions, block purchases, or pursuant to one or more Rule 10b5-1 plans which, if completed, could involve the use of cash, in amounts that may be material, and will depend on prevailing market conditions, our liquidity requirements, contractual restrictions and other factors that could materially affect our liquidity.

During the year ended December 31, 2025, we repurchased 18.9 million shares of our Class A common stock for $101.9 million under our share repurchase program, including 6.2 million shares of our Class A common stock delivered under a Rule 10b5-1 plan totaling $35.0 million, 6.3 million shares of our Class A common stock purchased in the open market totaling $35.9 million, and 6.4 million shares of our Class A common stock purchased in privately negotiated transactions with certain entities affiliated with Institutional Venture Partners totaling $31.0 million.

Approximately $121.2 million remains available for future repurchases of our common stock under our share repurchase program as of December 31, 2025. For more information, see Note 15 – Share Repurchase Program to the audited financial statements included in this report.

Investments

During the year ended December 31, 2025, we continued investing primarily in highly rated debt securities and money market mutual funds to manage our excess cash reserves. The primary objectives in investing our excess cash reserves are to preserve capital, provide sufficient liquidity to satisfy both operational cash flow requirements and potential strategic investment opportunities, and to obtain a reasonable or market rate of return on investments. We consider all of our investments as available for use in current operations, including those with maturity dates beyond one year, and therefore classify these securities within current assets in our Consolidated Balance Sheets.

As of December 31, 2025, we held $251.0 million in total investments, consisting of money market mutual funds and available-for-sale debt securities. These investments are included within cash and cash equivalents and marketable securities within our Consolidated Balance Sheets. For more information, see Note 7 – Financial Instruments to the audited financial statements included in this report.

Cash Flows

The following table summarizes our cash flows for the periods presented (in thousands):

Year Ended December 31,
20252024
(in thousands)
Net cash provided by operating activities$10,958$45,735
Net cash provided by (used in) investing activities65,091(61,983)
Net cash used in financing activities(106,453)(48,363)
Net decrease in cash and cash equivalents$(30,404)$(64,611)

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Operating Activities

The primary source of operating cash inflows is cash collected from our customers for our services. Our primary uses of cash from operating activities are for personnel-related expenditures, marketing costs and third-party costs incurred to support our marketplace.

For the year ended December 31, 2025, cash provided by operating activities was $11.0 million resulting from our net loss of $33.0 million, adjusted by non-cash charges of $58.1 million and a net decrease of $14.1 million in our operating assets and liabilities. The non-cash charges primarily resulted from $47.6 million for stock-based compensation expense, $12.5 million pertaining to amortization of intangible assets and depreciation, and $3.1 million pertaining to non-cash lease expense, partially offset by $6.9 million in amortization and accretion of marketable securities, and $1.8 million related to the change in our deferred income taxes. The decrease of $14.1 million related to changes in our operating assets and liabilities was primarily driven by a $6.5 million decrease in our accrued expenses and other liabilities and accounts payable, a $3.4 million increase in our accounts receivable, a $3.3 million decrease in operating lease liabilities, a $1.1 million increase in prepaid expenses and other assets, and a $1.1 million decrease in deferred revenue, partially offset by a $0.7 million decrease in other assets and a $0.5 million decrease in deferred commissions.

For the year ended December 31, 2024, cash provided by operating activities was $45.7 million resulting from our net loss of $12.9 million, adjusted by non-cash charges of $58.3 million and a net increase of $0.3 million in our operating assets and liabilities. The non-cash charges primarily resulted from $64.4 million for stock-based compensation expense, $12.3 million pertaining to amortization of intangible assets and depreciation, and $4.0 million pertaining to non-cash lease expense, partially offset by $15.5 million related to the change in our deferred tax assets primarily driven by an increase to our current year capitalization of software and research costs from a tax perspective, net of valuation allowances, and $10.6 million in amortization and accretion of marketable securities. The increase of $0.3 million related to changes in our operating assets and liabilities was primarily driven by a $3.7 million decrease in our accounts receivable, a $2.0 million decrease in deferred commissions, net, and a $1.4 million increase in our accrued expenses and other liabilities and accounts payable, partially offset by a $5.3 million decrease in operating lease liabilities and a $2.1 million decrease in deferred revenue.

Investing Activities

For the year ended December 31, 2025, cash provided by investing activities was $65.1 million resulting from $596.7 million received from paydowns, maturities and redemptions of marketable securities and $1.0 million received from sales of marketable securities, partially offset by $525.1 million used in purchases of marketable securities and $6.4 million capitalized for software development costs.

For the year ended December 31, 2024, cash used in investing activities was $62.0 million resulting from $632.6 million used in purchases of marketable securities, $12.0 million paid for the Breakroom acquisition, net of cash acquired, and $8.6 million capitalized for software development costs, partially offset by $592.2 million received from paydowns, maturities and redemptions of marketable securities.

Financing Activities

For the year ended December 31, 2025, cash used in financing activities was $106.5 million which consisted of $102.1 million used for the repurchase of common stock, $7.9 million for the net settlement of taxes on equity awards, and $0.9 million for the payment of acquisition-related non-employee investor holdback consideration, partially offset by $2.8 million of proceeds from the exercise of stock options and $1.7 million of proceeds from the issuance of stock under the employee stock purchase plan.

For the year ended December 31, 2024, cash used in financing activities was $48.4 million which consisted of $40.3 million used for the repurchase of common stock and $13.6 million for the net settlement of taxes on equity awards, partially offset by $3.6 million of proceeds from the issuance of

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stock under the employee stock purchase plan, and $1.9 million of proceeds from the exercise of stock options.

Obligations and Other Commitments

See Note 12 – Commitments and Contingencies to the audited financial statements included in this report for our future minimum commitments related to certain software service agreements. Through December 31, 2025, we did not have any relationships with unconsolidated organizations or financial partnerships, such as structured finance or special purpose entities that have been established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.

Critical Accounting Policies and Estimates

Critical accounting policies and estimates are both the most important to the portrayal of our net assets and results of operations and require difficult, subjective, or complex judgments. We often need to make estimates about the effect of matters that are inherently uncertain and these estimates are developed based on historical experience and various other assumptions that we believe to be reasonable under the circumstances.

Critical accounting estimates are accounting estimates where the nature of the estimates are material due to the levels of subjectivity and judgment necessary to account for highly uncertain matters or the susceptibility of such matters to change and the impact of the estimates on financial condition or operating performance is material.

The critical accounting policies and estimates, assumptions, and judgments that we believe have the most significant impact on our consolidated financial statements are described below.

Revenue Recognition

We derive our revenue primarily from fees for subscription services and performance-based job posting activities. Revenue is recognized when control of the promised goods or services is transferred to our customers, in an amount that reflects the consideration we expect to be entitled to in exchange for those goods or services.

We determine revenue recognition through the following steps:

•Identification of the contract, or contracts, with a customer

•Identification of all performance obligations in the contract

•Determination of the transaction price

•Allocation of the transaction price to the performance obligations in the contract

•Recognition of revenue when, or as, the performance obligation or obligations are satisfied

We identify enforceable revenue contracts when the terms are agreed to by the customer. Some of our contracts with customers contain multiple performance obligations. For these contracts, we account for performance obligations separately if they are distinct. The transaction price is allocated to the separate performance obligations on a relative standalone selling price basis. We determine the standalone selling prices based on our overall pricing objectives, taking into consideration market conditions and other factors, including the value of our contracts, the products sold, and the number and types of users within our contracts.

Revenue is recognized as performance obligations are satisfied and is presented net of sales allowances.

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We derive our revenues from the following sources:

Subscription Revenue

Subscription revenue consists of time-based job posting plans, upsells which complement or expand visibility and prominence to job posting plans, and resume database plans. Plans are priced at a flat rate based on plan size and whether the plan is for a daily, monthly, or annual term. Customer contracts are typically subject to renewal at the end of the subscription term. Contracts are only cancelable at the end of the term and are nonrefundable.

Time-based job posting plans: Job posting plans provide customers access to cloud-based software services, where they may create job postings that are posted to our marketplace in addition to numerous other job sites or partner networks with job seeker communities. Customers may also access our software to review job applications and manage job postings. We recognize revenue from job posting plans ratably over the term of the agreement beginning on the date the subscription service is made available to the customer. Once a customer requests a cancellation of their subscription, the open job postings are closed at the end of the term; however, the customer may still access the software to review past job postings or prior applications received under a separate upsell subscription. Job posting plans are billed in advance of the subscription period, which typically ranges from one to twelve months, except for daily subscription plans, which are billed in arrears based on how many days the customer uses the services.

Upsell services: Additional features to complement or expand visibility to job posting plans may be purchased as an upsell service. For these services, we bill the customers in advance and recognize revenue ratably over the term of the agreement beginning on the date the upsell services are made available to the customer, which typically ranges from one to twelve months.

Upsell services also include job posting enhancements which are applied to individual job postings. Such services enhance job postings by providing customers with a temporary boost in the prominence of their open jobs, expanding visibility to job postings by inviting highly qualified potential candidates to apply to the job, or highlighting key attributes of job postings to make them stand out to job seekers. Individual job posting enhancements may be purchased by a customer when needed, or in recurring monthly prepaid bundles to complement their job posting subscription plan, and are billed in advance of use. Typically these prepaid bundles can be used over a period ranging from one to twelve months. Revenue from job posting enhancements is recognized as the customer uses the enhancement on their job postings. Unused prepaid job posting enhancements are not refundable, and we recognize revenue for the estimated portion of prepaid job posting enhancements that are expected to expire unused, or breakage, based on estimates considering historical breakage levels for upsell services. Breakage is recognized as revenue in proportion to the pattern of actual usage by customers.

Resume database plans: Access to our resume database is purchased on a subscription basis and allows a customer to search for and view resumes. Resume database plans are priced based on how many resumes the customer would like to view in a month and may be purchased independent of, or in addition to, a job posting plan. Resume database plans are billed in advance of the subscription period, which typically ranges from one to twelve months. Revenue is recognized ratably over the subscription period.

Performance-Based Revenue

Performance-based revenue consists of customers who pay on a per click by job applicant basis for the job postings they wish to distribute through our software. Customers pay an amount per click that is usually capped at a contractual maximum per recruitment campaign, with campaigns typically lasting from one to three months. Customers on this pricing model do not have access to our applicant tracking software for subscription customers though they may purchase resume database subscription plans separately. Customers that use performance-based revenue plans are typically companies with consistent hiring needs and sophisticated recruitment campaigns where they manage incoming applications and job postings on their own applicant tracking systems.

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Performance-based revenue is typically billed monthly, in arrears, and revenue is recognized as job applicants click on the distributed job postings, up to the contractual maximum per recruitment campaign.

Sales Allowance

We establish a sales allowance to estimate refunds and credits that we may grant to customers in the future for cancellations of subscriptions and concessions to customers who are not satisfied with services received. While subscriptions are noncancelable once the contract term has commenced, we may at times allow customers who miss their cancellation window prior to an autorenewal to cancel their contract, and we may issue refunds or credits to maintain overall customer satisfaction. The sales allowance is estimated by considering historical results and trends, and is accounted for as a reduction to revenue or deferred revenue for contracts where payments are received upfront and revenue is recognized over time.

Stock-Based Compensation

Compensation expense related to stock-based awards is measured and recognized in the financial statements based on the fair value of the awards granted. We estimate the fair value of employee stock-based compensation awards on the grant date and recognize forfeitures as they occur. We estimate the fair value of restricted stock units, or RSUs, based on the fair value of our common stock. The fair value of our common stock is determined based on the New York Stock Exchange closing price on the date prior to the date of grant.

We have elected to treat stock-based awards with graded vesting schedules and only time-based service conditions as a single award and recognize stock-based compensation expense on a straight-line basis over the requisite service period. For awards that contain both market or performance conditions and service conditions, the grant date fair value is recognized as stock-based compensation expense using a graded vesting attribution model. No expense is recognized for awards with performance conditions until the performance condition is probable of being met.

Income Taxes

We account for income taxes in accordance with Accounting Standards Codification 740, Income Taxes. Current tax liabilities and assets are recognized for the estimated taxes payable or refundable, respectively, on the tax returns for the current year. Deferred tax assets and liabilities are determined based on differences between financial reporting and tax bases of assets and liabilities and are measured using the enacted tax rates and laws that will be in effect when the differences are expected to reverse.

We record valuation allowances against our deferred tax assets, when necessary. Realization of deferred tax assets is dependent upon future taxable earnings and is therefore uncertain. At least quarterly, we assess the likelihood that our deferred tax asset balance will be realized against future taxable income. To the extent we believe that realization is not likely, we establish a valuation allowance against our net deferred tax asset, which increases our income tax expense in the period when such determination is made. During the year ended December 31, 2025, we recorded an incremental valuation allowance of $1.4 million against our deferred tax assets in jurisdictions in which we believe that it is more likely than not that we will not generate sufficient taxable income in future years to utilize the corresponding deferred tax asset.

On a quarterly basis, we evaluate the probability a tax position will be effectively sustained, and the appropriateness of the amount recognized for uncertain tax positions based on factors including changes in facts or circumstances, changes in tax law, settled audit issues and new audit activity. Changes in our assessment may result in the recognition of a tax benefit or an additional charge to the tax provision in the period our assessment changes. We recognize interest and penalties related to income tax matters in income tax expense.

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Investments

We maintain an investment portfolio of highly rated debt securities and money market mutual funds to manage our excess cash reserves. Our primary objectives in investing our excess cash reserves are to preserve capital, provide sufficient liquidity to satisfy both operational cash flow requirements and potential strategic investment opportunities, and to obtain a reasonable or market rate of return on investments.

Our investments are all highly liquid and available for use in current operations, including those with maturity dates beyond one year, and therefore we classify these securities within current assets in our Consolidated Balance Sheets. We consider our highly liquid investments with original maturities of three months or less at the date of purchase to be cash equivalents. Investments not considered cash equivalents are classified as marketable securities in our Consolidated Balance Sheets.

We classify and account for our money market mutual funds which have readily determinable fair values as equity securities, and we carry such securities at fair value with unrealized gains and losses reported in other income (expense), net in our Consolidated Statements of Operations. We classify and account for our debt securities as available-for-sale, and we carry such securities at fair value with unrealized gains and losses excluded from earnings and reported net of tax as a separate component of stockholders’ equity in accumulated other comprehensive income until the security is sold or matures.

We determine any realized gains and losses on the sale of our available-for-sale debt securities using a specific identification method, and we record such gains and losses through other income (expense), net in our Consolidated Statements of Operations.

If an available-for-sale debt security’s fair value declines below its amortized cost basis, we evaluate whether we intend to sell the security, or whether we more likely than not will be required to sell the security before the recovery of its amortized cost basis. If either condition is met, we record an impairment loss on the security through other income (expense), net in our Consolidated Statements of Operations. If neither condition is met, we evaluate whether the decline is the result of credit-related factors, in which case we record the credit-related portion of the impairment loss through other income (expense), net in our Consolidated Statements of Operations, and record the non-credit-related portion of the impairment loss, net of tax, through other comprehensive income (loss) in the Consolidated Statements of Comprehensive Income (Loss).

Business Combinations

The results of businesses acquired in a business combination are included in our consolidated financial statements from the date of acquisition. Assets acquired and liabilities assumed in a business combination are recorded at their estimated fair values on the acquisition date. The excess of the purchase price over the fair values of net identifiable assets acquired and liabilities assumed is recorded as goodwill.

Determining the fair values of assets acquired and liabilities assumed may require management to use significant judgment which includes the selection of valuation methodologies. We have determined the fair values of certain intangible assets acquired in a business combination using the replacement cost and relief-from-royalty methods. These methods require estimates surrounding, but not limited to, the time and resources required to replace technology, estimated profit margins and opportunity costs, estimates of future revenue and cash flows, discount and royalty rates, and selection of comparable companies. Our estimates of fair value are based on assumptions believed to be reasonable, but which are inherently uncertain and unpredictable and, as a result, actual results may differ from estimates.

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Recent Accounting Pronouncements

See Note 2 – Basis of Presentation, Principles of Consolidation, and Summary of Significant Accounting Policies to the audited financial statements included in this report for more information.

MD&A history

Prior-year 10-K MD&A spans are extracted from SEC filings with the same bounded parser used for the latest filing. The latest 10-K appears above; prior years are below.

FY 2024 10-K MD&A

SEC filing source: 0001617553-25-000011.

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Confidence: high. Filing date: 2025-02-25. Report date: 2024-12-31.

Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations

You should read the following discussion and analysis of our financial condition and results of operations together with the consolidated financial statements and the related notes included in Item 8 “Financial Statements and Supplementary Data” in this Annual Report on Form 10-K. Some of the information contained in this discussion and analysis or set forth elsewhere in this Annual Report on Form 10-K, including information with respect to our plans and strategy for our business, includes forward-looking statements that involve risks and uncertainties. You should read the sections titled “Risk Factors” and “Note Regarding Forward-Looking Statements” for a discussion of important factors that could cause actual results to differ materially from the results described in or implied by the forward-looking statements contained in the following discussion and analysis.

OVERVIEW

Our Mission is to actively connect people to their next great opportunity.

ZipRecruiter is a two-sided marketplace for work. We generate substantially all of our revenue from fees paid by employers to post jobs and access other features in our marketplace. We offer our employers flat rate pricing on terms typically ranging from a day to a year, or performance-based pricing, such as cost-per-click, to align with each employer’s hiring needs.

ZipRecruiter is free to use for job seekers. Job seekers come to ZipRecruiter in search of their next opportunity. After establishing a profile, job seekers are able to apply to jobs with a single click. Our artificial intelligence-powered career advisor, Phil, curates jobs and proactively sends alerts for new opportunities where they are a Great Match, which is a designation assigned by ZipRecruiter’s technology to indicate a high potential fit between a job seeker and a job. As our matching technology learns more about job seekers’ preferences and attributes, our technology offers increasingly higher quality matches.

We plan to continue to invest aggressively in our marketplace to improve functionality and drive growth for the foreseeable future. We have made significant investments in our business to expand our employer and job seeker footprints, increase their engagement and enhance our datasets and machine learning.

For the year ended December 31, 2024, our revenue was $474.0 million and we had a net loss of $12.9 million and Adjusted EBITDA of $78.0 million. For the year ended December 31, 2023, our revenue was $645.7 million and we generated net income of $49.1 million and Adjusted EBITDA of $175.3 million. Adjusted EBITDA is a financial measure not presented in accordance with GAAP. For a definition of Adjusted EBITDA, an explanation of our management’s use of this measure and a reconciliation of net income (loss) to Adjusted EBITDA, see the section titled “Key Operating Metrics and Non-GAAP Financial Measures.”

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KEY OPERATING METRICS AND NON-GAAP FINANCIAL MEASURES

In addition to the measures presented in our consolidated financial statements, we use the following key operating metrics and non-GAAP financial measures to identify trends affecting our business, formulate business plans, and make strategic decisions:

March 31, 2023June 30, 2023September 30, 2023December 31, 2023March 31, 2024June 30, 2024September 30, 2024December 31, 2024
Quarterly Paid Employers105,948101,63489,66870,71271,57270,45865,22257,833
Revenue per Paid Employer$1,734$1,677$1,736$1,922$1,708$1,755$1,795$1,920
Year Ended December 31,
20242023
(in thousands, except percentages)
Adjusted EBITDA$78,006$175,296
Adjusted EBITDA margin16%27%

Quarterly Paid Employers

We quantify the revenue-generating customer base as the number of Paid Employers in our marketplace. The Quarterly Paid Employer metric includes all actively recruiting employers (or entities acting on behalf of employers) on a paying subscription plan or performance marketing campaign for at least one day in a given quarter. Paid Employers excludes employers from our third-party sites or other indirect channels, employers who are not actively recruiting and employers on free-trials. This group of employers excluded from our Paid Employer count does not contribute a significant amount of revenue.

In the fourth quarter of the year ended December 31, 2024, Quarterly Paid Employers decreased when compared to the fourth quarter of the year ended December 31, 2023. Employers continued to moderate hiring plans given the uncertainty in the economy, in part driven by high interest rates. With those currently employed leaving their jobs at a low rate, the reduced churn among employees further drove down hiring levels.

Revenue per Paid Employer

We evaluate Revenue per Paid Employer as a key indicator of our efforts to increase value provided to employers in our marketplace. We define Revenue per Paid Employer as total company revenue in a given period divided by Quarterly Paid Employers in the same period.

In the fourth quarter of the year ended December 31, 2024, Revenue per Paid Employer remained flat when compared to the fourth quarter of the year ended December 31, 2023. Despite the current softness in hiring demand amidst the challenging economic climate, we believe our products and services continued to improve and offered more value for employers of all sizes year-over-year.

Adjusted EBITDA and Adjusted EBITDA Margin

We define Adjusted EBITDA as our net income (loss) before interest expense, other (income) expense, net, income tax expense (benefit), and depreciation and amortization, adjusted to eliminate

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stock-based compensation expense. Adjusted EBITDA margin is calculated by dividing Adjusted EBITDA for a period by revenue for the same period.

We believe Adjusted EBITDA and Adjusted EBITDA margin are helpful to investors, analysts and other interested parties because they can assist in providing a more consistent and comparable overview of our operations across our historical financial periods. In addition, these measures are frequently used by analysts, investors and other interested parties to evaluate and assess performance. Adjusted EBITDA is not intended to be a substitute for any U.S. GAAP financial measure and, as calculated, may not be comparable to other similarly titled measures of performance of other companies in other industries or within the same industry.

Our Adjusted EBITDA and Adjusted EBITDA margin fluctuate from quarter to quarter depending on a variety of factors including, but not limited to, our investments in research and development, sales and marketing, headcount and our ability to generate revenue.

The following table presents a reconciliation of net income (loss) to Adjusted EBITDA for each of the periods indicated:

Year Ended December 31,
20242023
(in thousands)
Net income (loss) (1)$(12,854)$49,098
Stock-based compensation (2)64,45384,235
Depreciation and amortization12,29111,624
Interest expense29,59729,393
Other (income) expense, net(21,838)(20,506)
Income tax expense (benefit)6,35721,452
Adjusted EBITDA$78,006$175,296

____________

(1)Net income (loss) includes one-time charges resulting from our restructuring plan announced on May 31, 2023 to reduce our global workforce by approximately 20%. Restructuring activity for the year ended December 31, 2023 reflects $7.6 million net costs primarily related to employee severance and continuation of health benefits. No restructuring costs were recorded during the year ended December 31, 2024.

(2)Includes a one-time charge of $7.5 million due to an acceleration of unrecognized stock-based compensation expense from future periods into the fourth quarter of 2023 resulting from the cancellation of the market-based RSUs in connection with the CEO Performance Award (as defined in Note 2 — Basis of Presentation, Principles of Consolidation, and Summary of Significant Accounting Policies to the audited financial statements included in this report).

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The following tables present net income (loss) margin and Adjusted EBITDA margin for each of the periods indicated:

Year Ended December 31,
20242023
(in thousands, except percentages)
Revenue$474,001$645,722
Net income (loss)(12,854)49,098
Net income (loss) margin(3)%8%
Year Ended December 31,
20242023
(in thousands, except percentages)
Revenue$474,001$645,722
Adjusted EBITDA78,006175,296
Adjusted EBITDA margin16%27%

FACTORS AFFECTING OUR PERFORMANCE

We believe that the growth and future success of our business depends on many factors. While each of these factors presents significant opportunities for our business, they also pose important challenges that we must successfully address in order to grow and improve our results of operations and profitability.

Attract More Employers

Our ability to maintain and grow an expansive universe of employers and job opportunities in our marketplace over time is critical to our business’s future. We acquire new employers primarily through marketing programs and our sales teams.

Our ability to cost effectively attract both employers and job seekers is critical to our success. Given that our marketplace remains free for job seekers, employers’ spending funds our continued investment in matching technology. The majority of our marketing efforts to date have been toward reaching employers. Our investment in employer-specific marketing has driven a significant increase in brand awareness. We believe scaling our brand has a positive impact on our ability to attract both employers and job seekers to our marketplace. We plan to continue to invest in the sales and marketing channels that we believe will drive further brand awareness and preference amongst both employers and job seekers. We are focused on the effectiveness of our sales and marketing spend and will continue to be disciplined in how we measure and re-invest in growing both sides of our marketplace.

Most of the employers in our marketplace use our self-serve tools to gain access to our marketplace and do not require a salesperson to help them initially onboard and begin using ZipRecruiter. Other employers have more sophisticated needs or require greater assistance from our sales team. We expect that our sales teams will continue to become more efficient over time, even as we scale the team to appropriately meet demand from our employer customers.

Create More Value for Employers

While our marketplace serves a wide variety of employers, all employers benefit from finding the right candidate quickly. We bring employers and job seekers together using industry-leading matching technology. This technology benefits from the billions of data points we gather as job seekers and employers interact, leading to better matches over time. As a result of our advancements with matching, we delivered over 40 million Great Match candidates in 2024, an increase of 6% over the prior year.

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Average Monthly Revenue per Paid Employer by Employer Cohort Start Year

Satisfied employers continue to expand their relationship with us in terms of additional jobs and tenure in our marketplace. Those with recurring hiring needs remain active in our marketplace over time and tend to increase their spend each year, posting additional jobs and purchasing job enhancement products.

Despite the impact on employer hiring demand, our cohort trends remained intact: employers across annual cohorts continue to spend more, on average, over time. However, the more difficult hiring environment in 2024 continued to slow down the rate of growth in Average Monthly Revenue per Paid Employer among prior cohorts. We see these disruptions to the long term cohort dynamics as temporary, driven by the unique slowdown in hiring particularly among larger customers. Over the long-term, we continue to believe that there is meaningful opportunity to grow revenue from large customers.

Attract More Job Seekers

For job seekers, we operate like a personal recruiter, presenting strong fit potential candidates to employers before they have applied. Phil, our AI-powered career advisor, engages job seekers on their journey and provides technology that makes their job search and application process more efficient. Our ability to cost effectively grow the number of job seekers and increase their engagement in our marketplace is critical to strengthen our marketplace. We compete for job seekers on many fronts, including our ability to surface unique and attractive jobs, our ability to simplify the hiring process, the transparent feedback job seekers receive on the status of their applications and our trusted brand. We believe our offering to job seekers compares favorably versus alternatives due to the combination of our large and unique set of jobs to choose from, plus our proven matching technology that continues to get smarter over time. We believe that our unique product offering and investments in media campaigns focused on job seeker acquisition engagement are why we have the highest rated job seeker app on iOS and Android, and why we have seen increased momentum in organic traffic from job seekers. In 2024, installs for our #1 rated job seeker app for iOS and Android grew by more than 25% year-over-year, and organic visits from job seekers grew by 30% over 2023. We believe that this is a testament to our high aided brand awareness and superior job seeker products.

We will continue to invest in growing the number of job seekers in our marketplace that are either actively or passively open to evaluating new opportunities through a variety of acquisition strategies.

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Investments in Technology

The technology that drives high-quality matches between our job seekers and employers remains a significant investment priority. We are continuously improving our data science and machine learning models, leveraging the billions of interactions taking place in our marketplace to drive meaningful improvements in the quality of matches we share with our users. Our continued improvement of the technology underpinning our marketplace and product experience is paramount to our user experience, driving our ability to attract and retain employers and job seekers and generate revenue. As such, we will continue to invest in our technology to continue to evolve our marketplace to provide improved experiences and impact for both employers and job seekers.

We have invested in research and development to improve our matching technology and deliver a high-quality experience to employers and job seekers. In 2024 and 2023, we spent $134.8 million and $141.8 million, or 28% and 22% of total revenue, respectively, on research and development. We believe the return on these investments will create operating leverage over time while continuing to drive top-line growth.

Seasonality

Our business is seasonal, reflecting typical behavior in hiring markets. Hiring activity tends to decelerate in the fourth quarter. During the second half of 2022, we saw revenue declines of 5% and 7% in the third and fourth quarters, respectively. We believe this decline was primarily driven by a macroeconomic cooling in the hiring market. This trend continued throughout 2023 and 2024, as we continued to observe employers moderating hiring plans and reducing recruitment budgets in response to economic uncertainty. Additionally, with those currently employed leaving their jobs at a low rate, the reduced churn among employees further drove down hiring levels. This has resulted in atypical seasonal hiring patterns, with online hiring demand declining throughout 2023 and 2024.

Impact of Macroeconomic Conditions

We had a lower number of Quarterly Paid Employers in our marketplace in the fourth quarter of the year ended December 31, 2024 compared to the fourth quarter of the year ended December 31, 2023. In the year ended December 31, 2024, we delivered $474.0 million in revenue, a 27% decrease compared to the year ended December 31, 2023. The challenging macroeconomic conditions observed in 2023 continued throughout 2024, driven by high interest rates and other macroeconomic headwinds. Employers continued to moderate hiring plans given the uncertainty in the economy. With those currently employed leaving their jobs at a low rate, the reduced churn among employees further drove down hiring levels.

Components of Our Results of Operations

Revenue

We generate revenue primarily from fees paid by employers to post and distribute jobs in our marketplace, as well as multiple sites managed by Job Distribution Partners, which are third-party sites who have a relationship with us and advertise from our marketplace, and includes job boards, newspaper classifieds, search engines, social networks, talent communities and resume services.

Our subscription revenue consists of time-based job posting plans, upsells which complement or expand visibility and prominence to job posting plans and resume database plans.

We offer job posting plans with terms typically ranging from a day to a year on a flat rate subscription basis to access our marketplace, where customers may create and manage job postings and review incoming candidate applications. We recognize revenue ratably over the subscription period beginning on the date the subscription service is made available to the customer. Our nonrefundable subscriptions are typically subject to renewal at the end of the subscription term.

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Our upsell services complement or expand visibility to job posting plans and are typically sold on a subscription basis. Upsell services revenue is recognized ratably over the term of the agreement beginning on the date the upsell services are made available to the customer. Additionally, upsell services include job posting enhancements which are applied to individual job postings. Such services enhance job postings by providing customers with a temporary boost in the prominence of their job postings, expanding visibility to job postings by inviting strong fit potential candidates to apply to the job, or highlighting key attributes of job postings to make them stand out to job seekers. Revenue from job posting enhancements is recognized as the customer uses the enhancements on its job postings.

Resume database plans allow our customers to search and view resumes and revenue is recognized ratably over the subscription period.

Performance-based revenue is recognized when a candidate clicks on or applies to a job distributed by ZipRecruiter on behalf of a customer. For performance-based revenue, our customers pay an amount per click or per job application usually capped at a contractual maximum per job recruitment campaign.

For a description of our revenue accounting policies, see the section titled “Critical Accounting Policies and Estimates” below.

Cost of Revenue and Gross Profit

Cost of Revenue

Cost of revenue consists of third-party hosting fees, credit card processing fees, personnel-related costs (including salaries, bonuses, benefits, and stock-based compensation) for customer support employees, partner revenue share amounts, job distribution costs from performance-based revenue, and amortization of capitalized software costs associated with our marketplace technology to provide services for our customers. In addition, we allocate a portion of overhead costs, such as rent, IT costs, supplies and depreciation and amortization, to cost of revenue based on headcount.

We expect cost of revenue to increase or decrease in absolute dollars in direct correlation to revenue in future periods due to payment processing fees, third-party hosting fees, personnel-related costs to support additional transaction volume, and amortization expense associated with our capitalized internal-use software and development cost. We expect our cost of revenue as a percentage of revenue to remain relatively flat from year to year but may vary from quarter to quarter as a percentage of our revenue due to the timing and extent of these expenses.

Gross Profit and Gross Margin

Our gross profit may fluctuate from period to period. Such fluctuations may be influenced by our revenue, timing and amount of investments to expand hosting capacity, our continued investments in our support teams, and the amortization expense associated with our capitalized internal-use software and development cost. We expect our gross margin to remain relatively flat from year to year but may vary from quarter to quarter as a percentage of our revenue due to the timing and extent of these expenses.

Costs and Operating Expenses

Sales and Marketing

Sales and marketing expense consists of personnel-related costs (including salaries, sales commissions, bonuses, benefits, and stock-based compensation) for our sales and marketing employees, marketing activities, and related allocated overhead costs. Marketing activities include advertising, online lead generation, customer and industry events, and candidate acquisition. We allocate a portion of overhead costs, such as rent, IT costs, supplies, and depreciation and amortization, to sales and marketing expense based on headcount. Sales and marketing costs are expensed as incurred.

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We expect that sales and marketing expenses will increase or decrease on an absolute dollar basis as we adjust our highly variable sales and marketing spend budget throughout economic cycles to reallocate or conserve spend where we see the greatest returns. Additionally, sales and marketing expenses may vary from period to period as a percentage of revenue for the foreseeable future as we constantly measure the expected returns of specific sales and marketing initiatives and adjust spend levels up or down accordingly. This discipline has been a key aspect of our strong financial performance through a wide range of macroeconomic conditions. We expect that these expenses will continue to be our largest operating expense category for the foreseeable future as we continue to expand on our sales and marketing efforts over time.

Research and Development

Research and development expense consists of personnel-related costs (including salaries, bonuses, benefits, and stock-based compensation) for our research and development employees, amortization of capitalized software costs associated with the development of internal databases, candidate insights, and reporting that supports our marketplace technology and the cost of certain third-party service providers. We allocate a portion of overhead costs, such as rent, IT costs, supplies, and depreciation and amortization, to research and development expenses based on headcount. Research and development costs, other than software development costs qualifying for capitalization, are expensed as incurred.

We believe continued investments in research and development are important to attain our strategic objectives. This expense may vary as a percentage of total revenue for the foreseeable future as we continue to invest in research and development activities related to ongoing improvements to, and maintenance of, our marketplace, expansion of our services, as well as other research and development programs, including the hiring of engineering, product development, and design employees to support these efforts.

General and Administrative

General and administrative expense consists of personnel-related costs (including salaries, bonuses, benefits, and stock-based compensation) for employees in our executive, finance, human resource and administrative departments, and fees for third-party professional services, including consulting, legal and accounting services. In addition, we allocate a portion of overhead costs, such as rent, IT costs, supplies, and depreciation and amortization, to general and administrative expense based on headcount.

We expect to continue to invest in corporate infrastructure and incur additional expenses associated with operating as a public company, including expenses related to compliance and reporting obligations pursuant to the rules and regulations of the Securities and Exchange Commission, or SEC, and higher expenses for professional services.

Interest Expense

Interest expense consists of interest costs associated with our outstanding borrowings, undrawn fees associated with our credit facility, and amortization of issuance costs for our credit facility and senior unsecured notes.

Other Income (Expense), Net

Other income (expense), net consists primarily of interest income recognized on cash, cash equivalents and marketable securities, gains and losses from foreign currency exchange transactions, and realized gains and losses recognized on sales of available-for-sale debt securities. We have foreign currency exposure primarily related to personnel-related expenses that are denominated in currencies other than the U.S. Dollar, principally the Canadian Dollar, British Pound and the Israeli New Shekel. Other income (expense), net also includes sublease income which consists of income earned from noncancellable sublease agreements related to some of our office facilities.

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Income Tax Expense (Benefit)

We are subject to federal and state income taxes in the United States, as well as several international jurisdictions. The effective tax rate for the year ended December 31, 2024 differed from the U.S. federal statutory rate of 21% primarily due to research and development tax credits, partially offset by state taxes, valuation allowances on certain tax credit and loss carryforwards, and non-deductible expenses such as limitations on the amount of deductible executive compensation and certain stock based compensation expenses.

Results of Operations

A discussion regarding our financial condition and results of operations for fiscal year 2024 compared to fiscal year 2023 is presented below.

A discussion regarding our financial condition and results of operations for fiscal year 2023 compared to fiscal year 2022 can be found in “Management’s Discussion and Analysis of Financial Condition and Results of Operations” within our Annual Report on Form 10-K for the fiscal year ended December 31, 2023, which is available free of charge on the SEC’s website at http://www.sec.gov.

The following table sets forth our consolidated results of operations for each of the periods presented:

Year Ended December 31,
20242023
(in thousands)
Revenue(1)$474,001$645,722
Cost of revenue(2)50,15064,309
Gross profit423,851581,413
Operating expenses
Sales and marketing(2)(3)215,808265,253
Research and development(2)(3)134,831141,801
General and administrative(2)(3)(4)71,95094,922
Total operating expenses422,589501,976
Income from operations1,26279,437
Other income (expense)
Interest expense(29,597)(29,393)
Other income (expense), net21,83820,506
Total other income (expense), net(7,759)(8,887)
Income (loss) before income taxes(6,497)70,550
Income tax expense6,35721,452
Net income (loss)$(12,854)$49,098

____________

(1)Revenue is comprised as follows:

Year Ended December 31,
20242023
(in thousands)
Subscription revenue$369,823$508,384
Performance-based revenue104,178137,338
Total revenue$474,001$645,722

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(2)Includes stock-based compensation expense as follows:

Year Ended December 31,
20242023
(in thousands)
Cost of revenue$611$660
Sales and marketing10,64712,537
Research and development33,60435,352
General and administrative(4)19,59135,686
Total stock-based compensation$64,453$84,235

(3)Includes one-time charges resulting from our restructuring plan announced on May 31, 2023 to reduce our global workforce by approximately 20%. Restructuring activity for the year ended December 31, 2023 reflects $7.6 million net costs primarily related to employee severance and continuation of health benefits, presented as $3.4 million in sales and marketing, $3.2 million in research and development, and $1.0 million in general and administrative expenses. No restructuring costs were recorded during the year ended December 31, 2024.

(4)Includes a one-time charge of $7.5 million due to an acceleration of unrecognized stock-based compensation expense from future periods into the fourth quarter of 2023 resulting from the cancellation of the market-based RSUs in connection with the CEO Performance Award.

Comparison of the Years Ended December 31, 2024 and 2023

Revenue

Year Ended December 31,
20242023$ Change% Change
(in thousands, except percentages)
Total revenue$474,001$645,722$(171,721)0(27)%

Revenue decreased by $171.7 million, or 27%, for the year ended December 31, 2024 compared to the year ended December 31, 2023 reflecting the lower number of Quarterly Paid Employers in our marketplace primarily due to the labor market continuing to be impacted by high interest rates in the current period which posed challenges to many businesses. Subscription revenue decreased by $138.6 million, or 27%, and performance-based revenue decreased by $33.2 million, or 24%, for the same period. While we believe our products and services continued to improve, providing more value for employers of all sizes by offering solutions with the best matching technology to help employers identify and recruit standout candidates, we saw a decline in employer spending on our marketplace products and services during the year ended December 31, 2024. We believe the decline reflects the prevailing softness in hiring demand amidst the challenging macroeconomic conditions.

Cost of Revenue and Gross Margin

Year Ended December 31,
20242023$ Change% Change
(in thousands, except percentages)
Cost of revenue$50,150$64,309$(14,159)(22)%
Gross margin89%90%

Cost of revenue decreased by $14.2 million, or 22%, for the year ended December 31, 2024 compared to the year ended December 31, 2023, primarily due to a decrease of $4.0 million in credit card processing fees, a decrease of $3.5 million in job distribution costs from performance-based revenue, a decrease of $2.8 million in third-party hosting fees, and a decrease of $2.7 million in partner revenue

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share. Gross margin was 89% and 90% for the years ended December 31, 2024 and December 31, 2023, respectively, reflecting our continued commitment to operational efficiencies and maintaining costs proportionate to revenue.

Sales and Marketing

Year Ended December 31,
20242023$ Change% Change
(in thousands, except percentages)
Sales and marketing$215,808$265,253$(49,445)(19)%
Percentage of revenue46%41%

Sales and marketing expenses decreased by $49.4 million, or 19%, for the year ended December 31, 2024 compared to the year ended December 31, 2023. The decrease was primarily due to a $25.5 million decrease in marketing and advertising compared to the prior-year period reflecting our discipline in proactively adjusting marketing spend levels in relation to the macroeconomic conditions. The decrease was also driven by a decrease of $18.7 million in personnel-related costs and a decrease of $1.9 million in stock-based compensation for our sales and marketing employees corresponding with lower headcount in the current-year period. The decrease was further driven by one-time restructuring costs of $3.4 million related to our May 2023 reduction in force incurred during the year ended December 31, 2023.

Research and Development

Year Ended December 31,
20242023$ Change% Change
(in thousands, except percentages)
Research and development$134,831$141,801$(6,970)(5)%
Percentage of revenue28%22%

Research and development expenses decreased by $7.0 million, or 5%, for the year ended December 31, 2024 compared to the year ended December 31, 2023, primarily driven by one-time restructuring costs of $3.2 million related to our May 2023 reduction in force incurred during the year ended December 31, 2023, as well as a $2.3 million decrease in personnel-related costs and a $1.7 million decrease in stock-based compensation expense for our research and development employees corresponding with lower headcount in the current-year period. Research and development expenses as a percentage of revenue increased 6 percentage points for the year ended December 31, 2024 compared to the year ended December 31, 2023, primarily driven by lower revenue. We expect to continue to invest in research and development activities, and we expect this expense may vary as a percentage of total revenue for the foreseeable future.

General and Administrative

Year Ended December 31,
20242023$ Change% Change
(in thousands, except percentages)
General and administrative$71,950$94,922$(22,972)(24)%
Percentage of revenue15%15%

General and administrative expenses decreased by $23.0 million, or 24%, for the year ended December 31, 2024 compared to the year ended December 31, 2023, primarily driven by a $13.3 million decrease in stock-based compensation expense due to the CEO Performance Award related expense

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recorded during the year ended December 31, 2023, inclusive of a $7.5 million one-time charge resulting from the cancellation of the CEO Performance Award, which resulted in an acceleration of unrecognized stock-based compensation expense from future periods into the fourth quarter of 2023. In addition, personnel-related costs decreased by $3.5 million and stock-based compensation expense decreased by $2.8 million corresponding with lower general and administrative headcount in the current-year period. Further, the decrease was also driven by $1.0 million one-time restructuring costs related to our May 2023 reduction in force incurred during the year ended December 31, 2023.

Total Other Income (Expense), Net

Year Ended December 31,
20242023$ Change% Change
(in thousands, except percentages)
Total other income (expense), net$(7,759)$(8,887)$1,128(13)%

Total other income (expense), net, decreased by $1.1 million, or 13%, for the year ended December 31, 2024 compared to the year ended December 31, 2023, primarily driven by a $2.8 million increase in interest income earned on both our marketable securities and cash equivalents, partially offset by a $0.8 million increase in losses from foreign currency exchange transactions and a $0.5 million decrease related to sublease income recognized during the year ended December 31, 2023 with no corresponding income recognized during the year ended December 31, 2024.

Income Tax Expense (Benefit)

Year Ended December 31,
20242023$ Change% Change
(in thousands, except percentages)
Income tax expense$6,357$21,452$(15,095)(70)%
Effective tax rate(98)%30%

Income tax expense decreased by $15.1 million, or 70%, for the year ended December 31, 2024 compared to the year ended December 31, 2023. The decrease in income tax expense is primarily due to the impact of a decrease in pre-tax income on federal and state taxes and a reduction in executive compensation limitations partly offset by a decrease in tax benefits from operating losses and research and development tax credits, net of valuation allowances, and a decrease in benefits from foreign taxes related to a reduction in our Israeli subsidiary’s statutory tax rate for years 2020 through 2023.

Our effective tax rate in the years ended December 31, 2024 and 2023 was (97.8)% and 30.4%, respectively. Our effective tax rate for the year ended December 31, 2024 differed from the U.S. federal statutory rate of 21% primarily due to research and development tax credits, partially offset by state taxes, valuation allowances on certain tax credit and loss carryforwards, and non-deductible expenses such as limitations on the amount of deductible executive compensation and certain stock-based compensation expenses. Our effective tax rate for the year ended December 31, 2023 differed from the U.S. federal statutory rate of 21% primarily due to state taxes, state valuation allowances on certain tax credit carryforwards, and non-deductible expenses such as limitations on the amount of deductible executive compensation partially offset by research and development tax credits and a reduction in our Israeli subsidiary’s statutory tax rate for years 2020 through 2023.

Liquidity and Capital Resources

As of December 31, 2024, we had cash, cash equivalents, and marketable securities totaling $505.9 million and $286.6 million available in unused borrowing capacity under our current credit facility. We

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have financed our operations and capital expenditures primarily through cash generated from operations, sales of shares of common and preferred stock and from our senior unsecured notes, bank loans, and convertible notes. As of December 31, 2024, we had no amounts outstanding under our credit facility.

We believe our existing cash, cash equivalents, marketable securities, cash flow from operations, and amounts available for borrowing under our bank loan agreement will be sufficient to meet our working capital requirements for at least the next 12 months. To the extent existing cash, cash equivalents, marketable securities, cash from operations, and amounts available for borrowing are insufficient to fund future activities, we may need to raise additional funds. In the future, we may attempt to raise additional capital through the sale of equity securities or through equity-linked or debt financing arrangements. If we raise additional funds by issuing equity or equity-linked securities, the ownership of our existing stockholders will be diluted. If we raise additional financing by the incurrence of additional indebtedness, we may be subject to increased fixed payment obligations and could also be subject to additional restrictive covenants, such as limitations on our ability to incur additional debt, and other operating restrictions that could adversely impact our ability to conduct our business. Any future indebtedness we incur may result in terms that could be unfavorable to equity investors. There can be no assurances that we will be able to raise additional capital. The inability to raise capital could adversely affect our ability to achieve our business objectives.

Credit Facility

In April 2021, we entered into a $250.0 million credit facility agreement with a syndicate of banks. In July 2024, we entered into a supplement to the credit facility agreement, which increased the aggregate revolving commitments available under the credit facility from $250.0 million to $290.0 million. The credit facility has a maturity date of April 30, 2026 and bears interest at a rate based upon our Net Leverage Ratio. Our Net Leverage Ratio is defined as total debt less total cash and permitted investments outstanding at period end, with a maximum total cash and permitted investments adjustment of $550.0 million, divided by the trailing 12 months of earnings, adjusted for items such as non-cash expenses and other nonrecurring transactions. We are also obligated to pay other customary fees including a commitment fee on a quarterly basis based on amounts committed but unused under the credit facility at a rate between 0.25% to 0.35%, depending on our Net Leverage Ratio. The amount available under the credit facility is reduced by letters of credit outstanding, which totaled $3.4 million as of December 31, 2024. The letters of credit outstanding relate to various leased office spaces.

The credit facility is collateralized by security interests in substantially all of our assets and includes customary events of default such as non-payment of principal, non-payment of interest or fees, inaccuracy of representations and warranties, violation of certain covenants, cross default to certain other indebtedness, bankruptcy and insolvency events, material judgments against us, and a change of control. The occurrence of an event of default could result in the acceleration of the obligations under the credit facility.

The credit facility agreement contains customary representations, warranties, affirmative covenants, such as financial statement reporting requirements, negative covenants, and financial covenants, such as maintenance of certain net leverage ratio requirements. The negative covenants include restrictions that, among other things, restrict our ability to incur liens and indebtedness, make certain investments, declare dividends, dispose of, transfer or sell assets, make stock repurchases and consummate certain other matters, all subject to certain exceptions.

For more information on the credit facility, please see Note 11 – Debt to the audited financial statements included in this report.

We have no amounts outstanding under the credit facility and are in compliance with our debt covenants as of December 31, 2024.

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Senior Unsecured Notes

On January 12, 2022, we issued an aggregate principal amount of $550.0 million senior unsecured notes due 2030 in a private placement. The senior unsecured notes were issued pursuant to an indenture dated as of January 12, 2022, or the Indenture. Pursuant to the Indenture, the senior unsecured notes will mature on January 15, 2030 and bear interest at a rate of 5% per year. Interest on the senior unsecured notes is payable semi-annually in arrears on January 15 and July 15 of each year.

The Indenture contains certain customary negative covenants, including, but not limited to, limitations on the incurrence of debt, limitations on liens, limitations on consolidations or mergers, and limitations on asset sales. The Indenture also contains customary events of default.

At any time prior to January 15, 2030, we have the option, at our sole discretion, to redeem all or a portion of our senior unsecured notes subject to the payment of certain premiums, make-whole provisions, and accrued and unpaid interest. Upon the occurrence of a change of control triggering event, we must offer to repurchase the senior unsecured notes at a repurchase price equal to 101% of the aggregate principal amount to be repurchased, and any accrued and unpaid interest.

For more information on the senior unsecured notes, please see Note 11 – Debt to the audited financial statements included in this report.

Share Repurchase Program

Our board of directors has authorized us to repurchase up to $650.0 million of our outstanding common stock, with no fixed expiration. During the year ended December 31, 2024, we repurchased 4.2 million shares of our Class A common stock for an aggregate purchase price of $40.3 million through open market purchases under our share repurchase program.

Approximately $123.1 million remains available for future repurchases of our common stock under our share repurchase program as of December 31, 2024. For more information, see Note 15 – Share Repurchase Program to the audited financial statements included in this report.

Investments

During the year ended December 31, 2024, we continued investing in highly rated debt securities and money market mutual funds to manage our excess cash reserves. The primary objectives in investing our excess cash reserves are to preserve capital, provide sufficient liquidity to satisfy both operational cash flow requirements and potential strategic investment opportunities, and to obtain a reasonable or market rate of return on investments. We consider all of our investments as available for use in current operations, including those with maturity dates beyond one year, and therefore classify these securities within current assets in our Consolidated Balance Sheets.

As of December 31, 2024, we held $328.9 million in total investments, consisting of money market mutual funds and available-for-sale debt securities. These investments are included within cash and cash

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equivalents and marketable securities within our Consolidated Balance Sheets. For more information, see Note 7 – Financial Instruments to the audited financial statements included in this report.

Cash Flows

The following table summarizes our cash flows for the periods presented (in thousands):

Year Ended December 31,
20242023
(in thousands)
Net cash provided by operating activities$45,735$103,192
Net cash provided by (used in) investing activities(61,983)106,736
Net cash used in financing activities(48,363)(154,265)
Net increase (decrease) in cash and cash equivalents$(64,611)$55,663

Operating Activities

The primary source of operating cash inflows is cash collected from our customers for our services. Our primary uses of cash from operating activities are for personnel-related expenditures, marketing costs and third-party costs incurred to support our marketplace.

For the year ended December 31, 2024, cash provided by operating activities was $45.7 million resulting from our net loss of $12.9 million, adjusted by non-cash charges of $58.3 million and a net increase of $0.3 million in our operating assets and liabilities. The non-cash charges primarily resulted from $64.4 million for stock-based compensation expense, $12.3 million pertaining to amortization of intangible assets and depreciation, and $4.0 million pertaining to non-cash lease expense, partially offset by $15.5 million related to the change in our deferred tax assets primarily driven by an increase to our current year capitalization of software and research costs from a tax perspective, net of valuation allowances, and $10.6 million in amortization and accretion of marketable securities. The increase of $0.3 million related to changes in our operating assets and liabilities was primarily driven by a $3.7 million decrease in our accounts receivable, a $2.0 million decrease in deferred commissions, net, and a $1.4 million increase in our accrued expenses and other liabilities and accounts payable, partially offset by a $5.3 million decrease in operating lease liabilities and a $2.1 million decrease in deferred revenue.

For the year ended December 31, 2023, cash provided by operating activities was $103.2 million resulting from our net income of $49.1 million, adjusted by non-cash charges of $74.6 million and a net decrease of $20.5 million in our operating assets and liabilities. The non-cash charges primarily resulted from $84.2 million for stock-based compensation expense, $11.6 million pertaining to amortization of intangible assets and depreciation, and $4.2 million pertaining to non-cash lease expense, partially offset by $18.4 million related to the change in our deferred tax assets driven by an increase to our current year capitalization of software and research costs from a tax perspective partially offset by a decrease in our operating loss and tax credit carryforwards, net of valuation allowances, and $11.3 million in amortization and accretion of marketable securities. The decrease of $20.5 million related to changes in our operating assets and liabilities was primarily driven by a $25.2 million decrease in our accrued expenses and other liabilities and accounts payable, a $6.7 million decrease in deferred revenue, and a $6.0 million decrease in operating lease liabilities, partially offset by a $14.4 million decrease in our accounts receivable.

Investing Activities

For the year ended December 31, 2024, cash used in investing activities was $62.0 million resulting from $632.6 million used in purchases of marketable securities, $12.0 million paid for the Breakroom acquisition, net of cash acquired, and $8.6 million capitalized for software development costs, partially offset by $592.2 million received from paydowns, maturities and redemptions of marketable securities.

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For the year ended December 31, 2023, cash provided by investing activities was $106.7 million resulting from $538.7 million received from paydowns, maturities and redemptions of marketable securities, partially offset by $421.3 million used in purchases of marketable securities and an increase in capitalized software development costs of $9.7 million.

Financing Activities

For the year ended December 31, 2024, cash used in financing activities was $48.4 million which consisted of $40.3 million used for the repurchase of common stock and $13.6 million for the net settlement of taxes on equity awards, partially offset by $3.6 million of proceeds from the issuance of stock under the employee stock purchase plan, and $1.9 million of proceeds from the exercise of stock options.

For the year ended December 31, 2023, cash used in financing activities was $154.3 million which consisted of $147.6 million used for the repurchase of common stock, and $17.4 million for the net settlement of taxes on RSUs, partially offset by $6.4 million of proceeds from the issuance of stock under the employee stock purchase plan, and $4.3 million of proceeds from the exercise of stock options.

Obligations and Other Commitments

See Note 12 – Commitments and Contingencies to the audited financial statements included in this report for our future minimum commitments related to certain software service agreements. Through December 31, 2024, we did not have any relationships with unconsolidated organizations or financial partnerships, such as structured finance or special purpose entities that have been established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.

Critical Accounting Policies and Estimates

Critical accounting policies and estimates are both the most important to the portrayal of our net assets and results of operations and require difficult, subjective, or complex judgments. We often need to make estimates about the effect of matters that are inherently uncertain and these estimates are developed based on historical experience and various other assumptions that we believe to be reasonable under the circumstances.

Critical accounting estimates are accounting estimates where the nature of the estimates are material due to the levels of subjectivity and judgment necessary to account for highly uncertain matters or the susceptibility of such matters to change and the impact of the estimates on financial condition or operating performance is material.

The critical accounting policies and estimates, assumptions, and judgments that we believe have the most significant impact on our consolidated financial statements are described below.

Revenue Recognition

We derive our revenue primarily from fees for subscription services and performance-based job posting activities. Revenue is recognized when control of the promised goods or services is transferred to our customers, in an amount that reflects the consideration we expect to be entitled to in exchange for those goods or services.

We determine revenue recognition through the following steps:

•Identification of the contract, or contracts, with a customer

•Identification of all performance obligations in the contract

•Determination of the transaction price

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•Allocation of the transaction price to the performance obligations in the contract

•Recognition of revenue when, or as, the performance obligation or obligations are satisfied

We identify enforceable revenue contracts when the terms are agreed to by the customer. Some of our contracts with customers contain multiple performance obligations. For these contracts, we account for performance obligations separately if they are distinct. The transaction price is allocated to the separate performance obligations on a relative standalone selling price basis. We determine the standalone selling prices based on our overall pricing objectives, taking into consideration market conditions and other factors, including the value of our contracts, the products sold, and the number and types of users within our contracts.

Revenue is recognized as performance obligations are satisfied and is presented net of sales allowances.

We derive our revenues from the following sources:

Subscription Revenue

Subscription revenue consists of time-based job posting plans, upsells which complement or expand visibility and prominence to job posting plans, and resume database plans. Plans are priced at a flat rate based on plan size and whether the plan is for a daily, monthly, or annual term. Customer contracts are typically subject to renewal at the end of the subscription term. Contracts are only cancelable at the end of the term and are nonrefundable.

Time-based job posting plans: Job posting plans provide customers access to cloud-based software services, where they may create job postings that are posted to our marketplace in addition to numerous other job sites or partner networks with job seeker communities. Customers may also access our software to review job applications and manage job postings. We recognize revenue from job posting plans ratably over the term of the agreement beginning on the date the subscription service is made available to the customer. Once a customer requests a cancellation of their subscription, the open job postings are closed at the end of the term; however, the customer may still access the software to review past job postings or prior applications received under a separate upsell subscription. Job posting plans are billed in advance of the subscription period, which typically ranges from one to twelve months, except for daily subscription plans, which are billed in arrears based on how many days the customer uses the services.

Upsell services: Additional features to complement or expand visibility to job posting plans may be purchased as an upsell service. For these services, we bill the customers in advance and recognize revenue ratably over the term of the agreement beginning on the date the upsell services are made available to the customer, which typically ranges from one to twelve months.

Upsell services also include job posting enhancements which are applied to individual job postings. Such services enhance job postings by providing customers with a temporary boost in the prominence of their open jobs, expanding visibility to job postings by inviting strong fit potential candidates to apply to the job, or highlighting key attributes of job postings to make them stand out to job seekers. Individual job posting enhancements may be purchased by a customer when needed, or in recurring monthly prepaid bundles to complement their job posting subscription plan, and are billed in advance of use. Typically these prepaid bundles can be used over a period ranging from one to twelve months. Revenue from job posting enhancements is recognized as the customer uses the enhancement on their job postings. Unused prepaid job posting enhancements are not refundable, and we recognize revenue for the estimated portion of prepaid job posting enhancements that are expected to expire unused, or breakage, based on estimates considering historical breakage levels for upsell services. Breakage is recognized as revenue in proportion to the pattern of actual usage by customers.

Resume database plans: Access to our resume database is purchased on a subscription basis and allows a customer to search for and view resumes. Resume database plans are priced based on how

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many resumes the customer would like to view in a month and may be purchased independent of, or in addition to, a job posting plan. Resume database plans are billed in advance of the subscription period, which typically ranges from one to twelve months. Revenue is recognized ratably over the subscription period.

Performance-Based Revenue

Performance-based revenue consists of customers who pay on a per click by job applicant or per job application basis for the job postings they wish to distribute through our software. Customers pay an amount per click or per application that is usually capped at a contractual maximum per recruitment campaign, with campaigns typically lasting from one to three months. Customers on this pricing model do not have access to our applicant tracking software for subscription customers though they may purchase resume database subscription plans separately. Customers that use performance-based revenue plans are typically companies with consistent hiring needs and sophisticated recruitment campaigns where they manage incoming applications and job postings on their own applicant tracking systems.

Performance-based revenue is typically billed monthly, in arrears, and revenue is recognized as job applicants click on or apply to the distributed job postings, up to the contractual maximum per recruitment campaign.

Sales Allowance

We establish a sales allowance to estimate refunds and credits that we may grant to customers in the future for cancellations of subscriptions and concessions to customers who are not satisfied with services received. While subscriptions are noncancelable once the contract term has commenced, we may at times allow customers who miss their cancellation window prior to an autorenewal to cancel their contract, and we may issue refunds or credits to maintain overall customer satisfaction. The sales allowance is estimated by considering historical results and trends, and is accounted for as a reduction to revenue or deferred revenue for contracts where payments are received upfront and revenue is recognized over time.

Stock-Based Compensation

Compensation expense related to stock-based awards is measured and recognized in the financial statements based on the fair value of the awards granted. We estimate the fair value of employee stock-based compensation awards on the grant date and recognize forfeitures as they occur. The fair value of restricted stock units, or RSUs, is estimated based on the fair value of our common stock. The fair value of our common stock is determined based on the New York Stock Exchange closing price on the date prior to the date of grant. The fair value of each option award and employee stock purchase right associated with our Employee Stock Purchase Plan is estimated on the grant date using the Black-Scholes option pricing model. The Black-Scholes option pricing model requires us to make certain assumptions including the fair value of the underlying common stock, the expected term, the expected volatility, the risk-free interest rate, and the dividend yield.

We have elected to treat stock-based awards with graded vesting schedules and only time-based service conditions as a single award and recognize stock-based compensation expense on a straight-line basis over the requisite service period. For awards that contain both market or performance conditions and service conditions, the grant date fair value is recognized as stock-based compensation expense using a graded vesting attribution model. No expense is recognized for awards with performance conditions until the performance condition is probable of being met.

The determination of stock-based compensation is inherently uncertain and subjective and involves the application of valuation models and assumptions requiring the use of judgment. If we had made

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different assumptions, our stock-based compensation expense and our results of operations for the years ended December 31, 2024 and 2023 may have been significantly different.

Stock-Based Compensation for Awards with a Market Condition

In April 2021, we granted an RSU award to Ian Siegel, our Chief Executive Officer, or the CEO, and such award, the CEO Performance Award, included service, market, and performance-based vesting conditions. The fair value of the award is determined using a Monte Carlo simulation model. The associated stock-based compensation expense is recorded over the requisite service period, using a graded attribution method. The requisite service period is the longer of the service period derived from the Monte Carlo simulation model and the explicit service period the CEO is required to remain employed to vest in the award. The market condition is satisfied upon achieving certain stock price targets for a period following the completion of our Direct Listing. The CEO Performance Award also contains an implied performance-based vesting condition as the CEO’s ability to earn the award was contingent upon the completion of the Direct Listing. Accordingly, no expense was recognized prior to the completion of our Direct Listing on May 26, 2021, as vesting was not considered probable for accounting purposes until the Direct Listing occurred. Provided that Ian Siegel continues to be the CEO of ZipRecruiter, stock-based compensation expense is recognized over the requisite service period, regardless of whether the stock price targets are achieved. If the stock price targets are met sooner than the derived service period, we will accelerate the recognition of stock-based compensation expense to reflect the cumulative expense associated with the vested shares. In December 2023, we cancelled the CEO Performance Award and incurred a one-time charge of $7.5 million resulting from an acceleration of unrecognized stock-based compensation expenses from future periods into the fourth quarter of 2023.

Income Taxes

We account for income taxes in accordance with Accounting Standards Codification 740, Income Taxes. Current tax liabilities and assets are recognized for the estimated taxes payable or refundable, respectively, on the tax returns for the current year. Deferred tax assets and liabilities are determined based on differences between financial reporting and tax bases of assets and liabilities and are measured using the enacted tax rates and laws that will be in effect when the differences are expected to reverse.

We record valuation allowances against our deferred tax assets, when necessary. Realization of deferred tax assets is dependent upon future taxable earnings and is therefore uncertain. At least quarterly, we assess the likelihood that our deferred tax asset balance will be realized against future taxable income. To the extent we believe that realization is not likely, we establish a valuation allowance against our net deferred tax asset, which increases our income tax expense in the period when such determination is made. During the year ended December 31, 2024, we recorded an incremental valuation allowance of $3.9 million against the deferred tax assets associated with carried forward California Research and Development Credits as we believe that it is more likely than not that we will not generate sufficient California sourced taxable income in future years to utilize that deferred tax asset and additionally established a valuation allowance against certain historic operating losses of foreign entities.

On a quarterly basis, we evaluate the probability a tax position will be effectively sustained, and the appropriateness of the amount recognized for uncertain tax positions based on factors including changes in facts or circumstances, changes in tax law, settled audit issues and new audit activity. Changes in our assessment may result in the recognition of a tax benefit or an additional charge to the tax provision in the period our assessment changes. We recognize interest and penalties related to income tax matters in income tax expense.

Investments

We maintain an investment portfolio of highly rated debt securities and money market mutual funds to manage our excess cash reserves. Our primary objectives in investing our excess cash reserves are to preserve capital, provide sufficient liquidity to satisfy both operational cash flow requirements and

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potential strategic investment opportunities, and to obtain a reasonable or market rate of return on investments.

Our investments are all highly liquid and available for use in current operations, including those with maturity dates beyond one year, and therefore we classify these securities within current assets in our Consolidated Balance Sheets. We consider our highly liquid investments with original maturities of three months or less at the date of purchase to be cash equivalents. Investments not considered cash equivalents are classified as marketable securities in our Consolidated Balance Sheets.

We classify and account for our money market mutual funds which have readily determinable fair values as equity securities, and we carry such securities at fair value with unrealized gains and losses reported in other income (expense), net in our Consolidated Statements of Operations. We classify and account for our debt securities as available-for-sale, and we carry such securities at fair value with unrealized gains and losses excluded from earnings and reported net of tax as a separate component of stockholders’ equity in accumulated other comprehensive income until the security is sold or matures.

We determine any realized gains and losses on the sale of our available-for-sale debt securities using a specific identification method, and we record such gains and losses through other income (expense), net in our Consolidated Statements of Operations.

If an available-for-sale debt security’s fair value declines below its amortized cost basis, we evaluate whether we intend to sell the security, or whether we more likely than not will be required to sell the security before the recovery of its amortized cost basis. If either condition is met, we record an impairment loss on the security through other income (expense), net in our Consolidated Statements of Operations. If neither condition is met, we evaluate whether the decline is the result of credit-related factors, in which case we record the credit-related portion of the impairment loss through other income (expense), net in our Consolidated Statements of Operations, and record the non-credit-related portion of the impairment loss, net of tax, through other comprehensive income (loss) in the Consolidated Statements of Comprehensive Income (Loss).

Business Combinations

The results of businesses acquired in a business combination are included in our consolidated financial statements from the date of acquisition. Assets acquired and liabilities assumed in a business combination are recorded at their estimated fair values on the acquisition date. The excess of purchase price over the fair values of net identifiable assets acquired and liabilities assumed is recorded as goodwill.

Determining the fair values of assets acquired and liabilities assumed may require management to use significant judgment which includes the selection of valuation methodologies. We have determined the fair values of certain intangible assets acquired in a business combination using the replacement cost and relief-from-royalty methods. These methods require estimates surrounding, but not limited to, the time and resources required to replace technology, estimated profit margins and opportunity costs, estimates of future revenue and cash flows, discount and royalty rates, and selection of comparable companies. Our estimates of fair value are based on assumptions believed to be reasonable, but which are inherently uncertain and unpredictable and, as a result, actual results may differ from estimates.

Recent Accounting Pronouncements

See Note 2 – Basis of Presentation, Principles of Consolidation, and Summary of Significant Accounting Policies to the audited financial statements included in this report for more information.

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FY 2023 10-K MD&A

SEC filing source: 0001617553-24-000011.

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Published MD&A gate trimmed front/tail over-capture. Confidence: high. Filing date: 2024-02-28. Report date: 2023-12-31.

Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations

You should read the following discussion and analysis of our financial condition and results of operations together with the consolidated financial statements and the related notes included in Item 8 “Financial Statements and Supplementary Data” in this Annual Report on Form 10-K. Some of the information contained in this discussion and analysis or set forth elsewhere in this Annual Report on Form 10-K, including information with respect to our plans and strategy for our business, includes forward-looking statements that involve risks and uncertainties. You should read the sections titled “Risk Factors” and “Note Regarding Forward-Looking Statements” for a discussion of important factors that could cause actual results to differ materially from the results described in or implied by the forward-looking statements contained in the following discussion and analysis.

OVERVIEW

Our Mission is to actively connect people to their next great opportunity.

ZipRecruiter is a two-sided marketplace for work. We generate substantially all of our revenue from fees paid by employers to post jobs and access other features in our marketplace. We offer our employers flat rate pricing on terms typically ranging from a day to a year, or performance-based pricing, such as cost-per-click, to align with each employer’s hiring needs.

ZipRecruiter is free to use for job seekers. Job seekers come to ZipRecruiter in search of their next opportunity. After establishing a profile, job seekers are able to apply to jobs with a single click. Our artificial intelligence-powered career advisor, Phil, curates jobs and proactively sends alerts for new opportunities where they are a Great Match, which is a designation assigned by ZipRecruiter’s technology to indicate a high potential fit between a job seeker and a job. As our matching technology learns more about job seekers’ preferences and attributes, our technology offers increasingly higher quality matches.

We plan to continue to invest aggressively in our marketplace to improve functionality and drive growth for the foreseeable future. We have made significant investments in our business to expand our employer and job seeker footprints, increase their engagement and enhance our datasets and machine learning.

For the year ended December 31, 2023, our revenue was $645.7 million and we generated net income of $49.1 million and Adjusted EBITDA of $175.3 million. For the year ended December 31, 2022, our revenue was $904.6 million and we generated net income of $61.5 million and Adjusted EBITDA of $184.9 million. Adjusted EBITDA is a financial measure not presented in accordance with GAAP. For a definition of Adjusted EBITDA, an explanation of our management’s use of this measure and a reconciliation of net income to Adjusted EBITDA, see the section titled “Key Operating Metrics and Non-GAAP Financial Measures.”

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KEY OPERATING METRICS AND NON-GAAP FINANCIAL MEASURES

In addition to the measures presented in our consolidated financial statements, we use the following key operating metrics and non-GAAP financial measures to identify trends affecting our business, formulate business plans, and make strategic decisions:

March 31, 2022June 30, 2022September 30, 2022December 31, 2022March 31, 2023June 30, 2023September 30, 2023December 31, 2023
Quarterly Paid Employers150,233156,537135,703108,296105,948101,63489,66870,712
Revenue per Paid Employer$1,513$1,533$1,673$1,944$1,734$1,677$1,736$1,922
Year Ended December 31,
20232022
(in thousands, except percentages)
Adjusted EBITDA$175,296$184,866
Adjusted EBITDA margin27%20%

Quarterly Paid Employers

We quantify the revenue-generating customer base as the number of Paid Employers in our marketplace. The Quarterly Paid Employer metric includes all actively recruiting employers (or entities acting on behalf of employers) on a paying subscription plan or performance marketing campaign for at least one day in a given quarter. Paid Employers excludes employers from our third-party sites or other indirect channels, employers who are not actively recruiting and employers on free-trials. This group of employers excluded from our Paid Employer count does not contribute a significant amount of revenue.

In the last quarter of the year ended December 31, 2023, Quarterly Paid Employers decreased when compared to the prior-year period. The record-setting levels of hiring activity we saw throughout the first half of 2022 started to show signs of softening near the end of June 2022 and proceeded to slow down significantly during the latter half of 2022. This trend continued throughout the year ended December 31, 2023, as the U.S. labor market continued to be impacted by high interest rates and high inflation, which posed challenges for many businesses. As employers continued to feel the impact of rising operating expenses and other macroeconomic headwinds, we continued to observe employers moderating hiring plans and reducing recruitment budgets in response to economic uncertainty. This has resulted in atypical seasonal hiring patterns, with online hiring demand declining throughout 2023.

Revenue per Paid Employer

We evaluate Revenue per Paid Employer as a key indicator of our efforts to increase value provided to employers in our marketplace. We define Revenue per Paid Employer as total company revenue in a given period divided by Quarterly Paid Employers in the same period.

In the last quarter of the year ended December 31, 2023, Revenue per Paid Employer decreased slightly when compared to the prior-year period. While we believe our products and services continued to improve, providing more value for employers of all sizes by offering solutions with the best matching technology to help employers identify and recruit standout candidates, we saw a decline in employer spending on our marketplace products and services during the quarter ended December 31, 2023. We believe the decline reflects the prevailing softness in hiring demand amidst the challenging economic conditions.

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Adjusted EBITDA and Adjusted EBITDA Margin

We define Adjusted EBITDA as our net income (loss) before interest expense, other (income) expense, net, income tax expense (benefit) and depreciation and amortization, adjusted to eliminate stock-based compensation expense. Adjusted EBITDA margin is calculated by dividing Adjusted EBITDA for a period by revenue for the same period.

We believe Adjusted EBITDA and Adjusted EBITDA margin are helpful to investors, analysts and other interested parties because they can assist in providing a more consistent and comparable overview of our operations across our historical financial periods. In addition, these measures are frequently used by analysts, investors and other interested parties to evaluate and assess performance. Adjusted EBITDA is not intended to be a substitute for any U.S. GAAP financial measure and, as calculated, may not be comparable to other similarly titled measures of performance of other companies in other industries or within the same industry.

Our Adjusted EBITDA and Adjusted EBITDA margin fluctuate from quarter to quarter depending on a variety of factors including, but not limited to, our investments in research and development, sales and marketing, headcount and our ability to generate revenue.

The following table presents a reconciliation of net income to Adjusted EBITDA for each of the periods indicated:

Year Ended December 31,
20232022
(in thousands)
Net income (1)$49,098$61,494
Stock-based compensation (2)84,23576,956
Depreciation and amortization11,62410,682
Interest expense29,39328,498
Other (income) expense, net(20,506)(5,354)
Income tax expense21,45212,590
Adjusted EBITDA$175,296$184,866

____________

(1)Net income includes one-time charges resulting from our restructuring plan announced on May 31, 2023 to reduce our global workforce by approximately 20%. Restructuring activity for the year ended December 31, 2023 reflects $7.6 million net costs primarily related to employee severance and continuation of health benefits.

(2)Includes a one-time charge of $7.5 million due to an acceleration of unrecognized stock-based compensation expense from future periods into the fourth quarter of 2023 resulting from the cancellation of the market-based RSUs in connection with the CEO Performance Award (as defined below).

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The following tables present net income margin and Adjusted EBITDA margin for each of the periods indicated:

Year Ended December 31,
20232022
(in thousands, except percentages)
Revenue$645,722$904,649
Net income49,09861,494
Net income margin8%7%
Year Ended December 31,
20232022
(in thousands, except percentages)
Revenue$645,722$904,649
Adjusted EBITDA175,296184,866
Adjusted EBITDA margin27%20%

FACTORS AFFECTING OUR PERFORMANCE

We believe that the growth and future success of our business depends on many factors. While each of these factors presents significant opportunities for our business, they also pose important challenges that we must successfully address in order to sustain our growth, improve our results of operations and maintain or increase profitability.

Attract More Employers

Our ability to maintain and grow an expansive universe of employers and job opportunities in our marketplace over time is critical to our business’s future. We acquire new employers primarily through marketing programs and our sales teams.

Our ability to cost effectively attract both employers and job seekers is critical to our success. Given that our marketplace remains free for job seekers, employers’ spending funds our continued investment in matching technology. The majority of our marketing efforts to date have been toward reaching employers. Our investment in employer-specific marketing has driven a significant increase in brand awareness. We believe scaling our brand has a positive impact on our ability to attract both employers and job seekers to our marketplace. We plan to continue to invest in the sales and marketing channels that we believe will drive further brand awareness and preference amongst both employers and job seekers. We are focused on the effectiveness of our sales and marketing spend and will continue to be disciplined in how we measure and re-invest in growing both sides of our marketplace.

Most of the employers in our marketplace use our self-serve tools to gain access to our marketplace and do not require a salesperson to help them initially onboard and begin using ZipRecruiter. Other employers have more sophisticated needs or require greater assistance from our sales team. We expect that our sales teams will continue to become more efficient over time, even as we scale the team to appropriately meet demand from our employer customers.

Create More Value for Employers

While our marketplace serves a wide variety of employers, all employers benefit from finding the right candidate quickly. We bring employers and job seekers together using industry-leading matching

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technology. This technology benefits from the billions of data points we gather as job seekers and employers interact, leading to better matches over time. As a result of our advancements with matching, we delivered nearly 40 million Great Match candidates in 2023, an increase of 24% over the prior year.

Average Monthly Revenue per Paid Employer by Employer Cohort Start Year

Satisfied employers continue to expand their relationship with us in terms of additional jobs and tenure in our marketplace. Those with recurring hiring needs remain active in our marketplace over time and tend to increase their spend each year, posting additional jobs and purchasing job enhancement products.

Despite the impact on employer hiring demand, our cohort trends remained intact: employers across annual cohorts continue to spend more over time. However, the more difficult hiring environment in 2023 did slow down the rate of growth in Average Monthly Revenue per Paid Employer among prior cohorts. We see these disruptions to the long term cohort dynamics as temporary, driven by the unique slowdown in hiring particularly among larger customers. Over the long-term, we continue to believe that there is meaningful opportunity to grow revenue from large customers.

Attract More Job Seekers

For job seekers, we operate like a personal recruiter, presenting strong fit potential candidates to employers before they have applied. Phil, our AI-powered career advisor, engages job seekers on their journey and provides technology that makes their job search and application process more efficient. Our ability to cost effectively grow the number of job seekers and increase their engagement in our marketplace is critical to strengthen our marketplace. We compete for job seekers on many fronts, including our ability to surface unique and attractive jobs, our ability to simplify the hiring process, the transparent feedback job seekers receive on the status of their applications and our trusted brand. We believe our offering to job seekers compares favorably versus alternatives due to the combination of our large and unique set of jobs to choose from, plus our proven matching technology that continues to get smarter over time. Historically, we have largely focused our marketing spend on employers, and despite being the highest rated job seeker app on iOS and Android, we are not yet the most well-known. Starting in 2021 and continuing in 2022 and 2023, we have made significant investments in media campaigns focused on job seeker acquisition and engagement. In 2023, organic visits from job seekers grew by more than 40% over 2022, and installs for our #1 rated job search app of iOS & Android grew app installs by

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over 20% year-over-year. We believe that this is a testament to our high aided brand awareness and superior job seeker products.

We will continue to invest in growing the number of job seekers in our marketplace that are either actively or passively open to evaluating new opportunities through a variety of acquisition strategies.

Investments in Technology

The technology that drives high-quality matches between our job seekers and employers remains a significant investment priority. We are continuously improving our data science and machine learning models, leveraging the billions of interactions taking place in our marketplace to drive meaningful improvements in the quality of matches we share with our users. Our continued improvement of the technology underpinning our marketplace and product experience is paramount to our user experience, driving our ability to attract and retain employers and job seekers and generate revenue. As such, we will continue to invest in our technology to continue to evolve our marketplace to provide improved experiences and impact for both employers and job seekers.

We have invested in research and development to improve our matching technology and deliver a high-quality experience to employers and job seekers. In 2023 and 2022, we spent $141.8 million and $127.7 million, or 22% and 14% of total revenue, respectively, on research and development. We believe the return on these investments will create operating leverage over time while continuing to drive top-line growth.

Seasonality

Our business is seasonal, reflecting typical behavior in hiring markets. Hiring activity tends to decelerate in the fourth quarter. The COVID-19 pandemic interrupted the patterns we typically see in our quarterly seasonality. In 2020, we experienced a decrease in sequential revenue of 23% in the quarter ended June 30, 2020 as a result of the pandemic, but saw consecutive quarters of revenue growth of 17% and 11% in the third and fourth quarters of 2020, respectively, as employers started to return to and join our marketplace. In 2021, we saw sequential revenue growth in each quarter. However, growth from third to fourth quarter of 2021 decelerated to 4%, reflecting more typical seasonal patterns. While sequential growth during the first half of 2022 was more reflective of our typical seasonality, we saw consecutive quarters of revenue decline of 5% and 7% in the third and fourth quarters, respectively. We believe this decline was primarily driven by a macroeconomic cooling in the hiring market. This trend continued throughout 2023, as we continued to observe employers moderating hiring plans and reducing recruitment budgets in response to economic uncertainty. This has resulted in atypical seasonal hiring patterns, with online hiring demand declining throughout 2023.

Impact of Macroeconomic Conditions

We had a lower number of Quarterly Paid Employers in our marketplace in the last quarter of the year ended December 31, 2023 compared to the prior year period. In the year ended December 31, 2023, we delivered $645.7 million in revenue, a 29% decrease compared to the year ended December 31, 2022. The record-setting levels of hiring activity we saw throughout the first half of 2022 started to show signs of softening near the end of June 2022 and proceeded to slow down significantly during the latter half of 2022. This trend continued throughout the year ended December 31, 2023, as the U.S. labor market continued to be impacted by high interest rates and high inflation, which posed challenges for many businesses. As employers continued to feel the impact of rising operating expenses and other macroeconomic headwinds, we continued to observe employers moderating hiring plans and reducing recruitment budgets in response to economic uncertainty. Also, while in 2021 and 2022, workers left jobs for higher wages, wage inflation has abated and macroeconomic uncertainty keeps people in their current roles, resulting in fewer job openings and lower employee turnover, This has resulted in atypical seasonal hiring patterns, with online hiring demand declining throughout 2023.

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Components of Our Results of Operations

Revenue

We generate revenue primarily from fees paid by employers to post and distribute jobs in our marketplace, as well as multiple sites managed by Job Distribution Partners, which are third-party sites who have a relationship with us and advertise from our marketplace, and include job boards, newspaper classifieds, search engines, social networks, talent communities and resume services.

Our subscription revenue consists of time-based job posting plans, upsells which complement or expand visibility and prominence to job posting plans and resume database plans.

We offer job posting plans with terms typically ranging from a day to a year on a flat rate subscription basis to access our marketplace, where customers may create and manage job postings and review incoming candidate applications. We recognize revenue ratably over the subscription period beginning on the date the subscription service is made available to the customer. Our nonrefundable subscriptions are typically subject to renewal at the end of the subscription term.

Our upsell services complement or expand visibility to job posting plans and are typically sold on a subscription basis. Upsell services revenue is recognized ratably over the term of the agreement beginning on the date the upsell services are made available to the customer. Additionally, upsell services include job posting enhancements which are applied to individual job postings. Such services enhance job postings by providing customers with a temporary boost in the prominence of their job postings, expanding visibility to job postings by inviting strong fit potential candidates to apply to the job, or highlighting key attributes of job postings to make them stand out to job seekers. Revenue from job posting enhancements is recognized as the customer uses the enhancements on its job postings.

Resume database plans allow our customers to search and view resumes and revenue is recognized ratably over the subscription period.

Performance-based revenue is recognized when a candidate clicks on or applies to a job distributed by ZipRecruiter on behalf of a customer. For performance-based revenue, our customers pay an amount per click or per job application usually capped at a contractual maximum per job recruitment campaign.

For a description of our revenue accounting policies, see the section titled “Critical Accounting Policies and Estimates” below.

Cost of Revenue and Gross Profit

Cost of Revenue

Cost of revenue consists of third-party hosting, credit card processing fees, personnel-related costs (including salaries, bonuses, benefits, and stock-based compensation) for customer support employees, partner revenue share amounts, job distribution costs from performance-based revenue, and amortization of capitalized software costs associated with our marketplace technology to provide services for our customers. In addition, we allocate a portion of overhead costs, such as rent, IT costs, supplies and depreciation and amortization, to cost of revenue based on headcount.

We expect cost of revenue to increase in absolute dollars in future periods due to payment processing fees, third-party hosting fees, personnel-related costs to support additional transaction volume, and amortization expense associated with our capitalized internal-use software and development cost. We expect our cost of revenue as a percentage of revenue to remain relatively flat from year to year but may vary from quarter to quarter as a percentage of our revenue due to the timing and extent of these expenses.

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Gross Profit and Gross Margin

Our gross profit may fluctuate from period to period. Such fluctuations may be influenced by our revenue, timing and amount of investments to expand hosting capacity, our continued investments in our support teams, and the amortization expense associated with our capitalized internal-use software and development cost. We expect our gross margin to remain relatively flat from year to year but may vary from quarter to quarter as a percentage of our revenue due to the timing and extent of these expenses.

Costs and Operating Expenses

Sales and Marketing

Sales and marketing expense consists of personnel-related costs (including salaries, sales commissions, bonuses, benefits, and stock-based compensation) for our sales and marketing employees, marketing activities, and related allocated overhead costs. Marketing activities include advertising, online lead generation, customer and industry events, and candidate acquisition. We allocate a portion of overhead costs, such as rent, IT costs, supplies, and depreciation and amortization, to sales and marketing expense based on headcount. Sales and marketing costs are expensed as incurred.

We expect that sales and marketing expenses will increase on an absolute dollar basis as we plan to continue to invest in sales and marketing to attract both employers and job seekers to our marketplace and to increase our brand awareness. However, sales and marketing expenses may vary from period to period as a percentage of revenue for the foreseeable future as we constantly measure the expected returns of specific sales and marketing initiatives and adjust spend levels up or down accordingly. This discipline has been a key aspect of our strong financial performance through a wide range of macroeconomic conditions. We expect that these expenses will continue to be our largest operating expense category for the foreseeable future as we continue to expand on our sales and marketing efforts over time.

Research and Development

Research and development expense consists of personnel-related costs (including salaries, bonuses, benefits, and stock-based compensation) for our research and development employees, amortization of capitalized software costs associated with the development of internal databases, candidate insights, and reporting that support our marketplace technology and the cost of certain third-party service providers. We allocate a portion of overhead costs, such as rent, IT costs, supplies, and depreciation and amortization, to research and development expense based on headcount. Research and development costs, other than software development costs qualifying for capitalization, are expensed as incurred.

We believe continued investments in research and development are important to attain our strategic objectives, and expect research and development expense to increase in absolute dollars. This expense may vary as a percentage of total revenue for the foreseeable future as we continue to invest in research and development activities related to ongoing improvements to, and maintenance of, our marketplace, expansion of our services, as well as other research and development programs, including the hiring of engineering, product development, and design employees to support these efforts.

General and Administrative

General and administrative expense consists of personnel-related costs (including salaries, bonuses, benefits, and stock-based compensation) for employees in our executive, finance, human resource and administrative departments, and fees for third-party professional services, including consulting, legal and accounting services. In addition, we allocate a portion of overhead costs, such as rent, IT costs, supplies, and depreciation and amortization, to general and administrative expense based on headcount.

We expect to continue to invest in corporate infrastructure and incur additional expenses associated with operating as a public company, including expenses related to compliance and reporting obligations

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pursuant to the rules and regulations of the SEC, and higher expenses for investor relations costs, professional services, and director and officer liability insurance.

Interest Expense

Interest expense consists of interest costs associated with our outstanding borrowings, undrawn fees associated with our credit facility, and amortization of issuance costs for our credit facility and senior unsecured notes.

Other Income (Expense), Net

Other income (expense), net consists primarily of interest income recognized on cash, cash equivalents and marketable securities, gains and losses from foreign currency exchange transactions, and realized gains and losses recognized on sales of available-for-sale debt securities. We have foreign currency exposure primarily related to personnel-related expenses that are denominated in currencies other than the U.S. Dollar, principally the Canadian Dollar, British Pound and the Israeli New Shekel. Other income (expense), net also includes sublease income which consists of income earned from noncancellable sublease agreements related to some of our office facilities.

Income Tax Expense (Benefit)

We are subject to federal and state income taxes in the United States, as well as several international jurisdictions. The effective tax rate for the year ended December 31, 2023 differed from the U.S. federal statutory rate of 21% primarily due to state taxes, state valuation allowances on certain tax credit carryforwards, and non-deductible expenses such as limitations on the amount of deductible executive compensation partially offset by research and development tax credits and a reduction in our Israeli subsidiary’s statutory tax rate for years 2020 through 2023.

Results of Operations

A discussion regarding our financial condition and results of operations for fiscal year 2023 compared to fiscal year 2022 is presented below.

A discussion regarding our financial condition and results of operations for fiscal year 2022 compared to fiscal year 2021 can be found in “Management’s Discussion and Analysis of Financial Condition and Results of Operations” within our Annual Report on Form 10-K for the fiscal year ended December 31, 2022, which is available free of charge on the SEC’s website at http://www.sec.gov.

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The following table sets forth our consolidated results of operations for each of the periods presented:

Year Ended December 31,
20232022
(in thousands)
Revenue(1)$645,722$904,649
Cost of revenue(2)64,30986,298
Gross profit581,413818,351
Operating expenses
Sales and marketing(2)(3)265,253484,429
Research and development(2)(3)141,801127,737
General and administrative(2)(3)(4)94,922108,957
Total operating expenses501,976721,123
Income from operations79,43797,228
Other income (expense)
Interest expense(29,393)(28,498)
Other income (expense), net20,5065,354
Total other income (expense), net(8,887)(23,144)
Income before income taxes70,55074,084
Income tax expense21,45212,590
Net income$49,098$61,494

____________

(1)Revenue is comprised as follows:

Year Ended December 31,
20232022
(in thousands)
Subscription revenue$508,384$696,334
Performance-based revenue137,338208,315
Total revenue$645,722$904,649

(2)Includes stock-based compensation expense as follows:

Year Ended December 31,
20232022
(in thousands)
Cost of revenue$660$807
Sales and marketing12,53710,858
Research and development35,35230,985
General and administrative(4)35,68634,306
Total stock-based compensation$84,235$76,956

(3)Includes one-time charges resulting from our restructuring plan announced on May 31, 2023 to reduce our global workforce by approximately 20%. Restructuring activity for the year ended December 31, 2023 reflects $7.6 million net costs primarily related to employee severance and continuation of health benefits, presented as $3.4 million in sales and marketing, $3.2 million in research and development, and $1.0 million in general and administrative expenses.

(4)Includes a one-time charge of $7.5 million due to an acceleration of unrecognized stock-based compensation expense from future periods into the fourth quarter of 2023 resulting from the cancellation of the market-based RSUs in connection with the CEO Performance Award.

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Comparison of the Years Ended December 31, 2023 and 2022

Revenue

Year Ended December 31,
20232022$ Change% Change
(in thousands, except percentages)
Total revenue$645,722$904,649$(258,927)(29)%

Revenue decreased by $258.9 million, or 29%, for the year ended December 31, 2023 compared to the year ended December 31, 2022 reflecting the lower number of Quarterly Paid Employers in our marketplace primarily due to the labor market continuing to be impacted by high interest rates and high inflation in the current period which posed challenges to many businesses. Subscription revenue decreased by $188.0 million, or 27%, and performance-based revenue decreased by $71.0 million, or 34%, for the same period. While we believe our products and services continued to improve, providing more value for employers of all sizes by offering solutions with the best matching technology to help employers identify and recruit standout candidates, we saw a decline in employer spending on our marketplace products and services during the year ended December 31, 2023. We believe the decline reflects the prevailing softness in hiring demand amidst the challenging macroeconomic conditions.

Cost of Revenue and Gross Margin

Year Ended December 31,
20232022$ Change% Change
(in thousands, except percentages)
Cost of revenue$64,309$86,298$(21,989)(25)%
Gross margin90%90%

Cost of revenue decreased by $22.0 million, or 25%, for the year ended December 31, 2023 compared to the year ended December 31, 2022, primarily due to a decrease of $9.3 million in job distribution costs from performance-based revenue, a decrease of $5.8 million in credit card processing fees, and a decrease of $5.7 million in partner revenue share. Total gross margins remained flat at 90% in the years ended December 31, 2023 and December 31, 2022, reflecting our continued commitment to operational efficiencies and maintaining costs proportionate to revenue.

Sales and Marketing

Year Ended December 31,
20232022$ Change% Change
(in thousands, except percentages)
Sales and marketing$265,253$484,429$(219,176)(45)%
Percentage of revenue41%54%

Sales and marketing expenses decreased by $219.2 million, or 45%, for the year ended December 31, 2023 compared to the year ended December 31, 2022. The decrease was primarily due to a $207.2 million decrease in marketing and advertising compared to the prior-year period reflecting our discipline in proactively adjusting marketing spend levels in relation to the macroeconomic conditions. Personnel-related costs for our sales and marketing employees decreased by $17.2 million, primarily due to a decrease in headcount as a result of our May 2023 reduction in force. These decreases were

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partially offset by one-time restructuring costs of $3.4 million related to our reduction in force and an increase of $1.7 million in stock-based compensation expense.

Research and Development

Year Ended December 31,
20232022$ Change% Change
(in thousands, except percentages)
Research and development$141,801$127,737$14,06411%
Percentage of revenue22%14%

Research and development expenses increased by $14.1 million, or 11%, for the year ended December 31, 2023 compared to the year ended December 31, 2022 primarily due to a $7.9 million increase in our personnel-related expenses for our research and development employees attributable to an increase in headcount, an increase of $4.4 million in stock-based compensation expense, and one-time restructuring costs of $3.2 million related to our May 2023 reduction in force.

General and Administrative

Year Ended December 31,
20232022$ Change% Change
(in thousands, except percentages)
General and administrative$94,922$108,957$(14,035)(13)%
Percentage of revenue15%12%

General and administrative expenses decreased by $14.0 million, or 13%, for the year ended December 31, 2023 compared to the year ended December 31, 2022, primarily driven by a $10.3 million decrease in personnel-related costs, a $6.1 million decrease in stock-based compensation expense related to awards with only service-based vesting conditions for our general and administrative employees, attributable to a decrease in headcount as a result of our reduction in force, and a $1.3 million decrease in our director and officer liability insurance expenses. These decreases were partially offset by a one-time charge of $7.5 million in stock-based compensation expense attributable to an acceleration of unrecognized stock-based compensation expense from future periods into the fourth quarter of 2023 resulting from the cancellation of the market-based RSUs in connection with the CEO Performance Award, and one-time restructuring costs of $1.0 million related to our reduction in force.

Total Other Income (Expense), Net

Year Ended December 31,
20232022$ Change% Change
(in thousands, except percentages)
Total other income (expense), net$(8,887)$(23,144)$14,257(62)%

Total other income (expense), net, decreased by $14.3 million, or 62%, for the year ended December 31, 2023 compared to the year ended December 31, 2022, primarily driven by a $9.1 million increase related to income accretion for our marketable securities purchased at a discount, as well as a $5.9 million increase in interest income earned on both our marketable securities and cash equivalents. During the three months ended September 30, 2022, we began investing in our investment portfolio to manage our excess cash reserves.

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Income Tax Expense

Year Ended December 31,
20232022$ Change% Change
(in thousands, except percentages)
Income tax expense$21,452$12,590$8,86270%
Effective tax rate30%17%

Income tax expense increased by $8.9 million, or 70%, for the year ended December 31, 2023 compared to the year ended December 31, 2022. The increase in income tax expense is primarily due to an increase in state taxes and a decrease in taxable benefits from both stock-based compensation and research and development tax credits, net of valuation allowance.

Our effective tax rate in the years ended December 31, 2023 and 2022 was 30.4% and 17.0%, respectively. Our effective tax rate for the year ended December 31, 2023 differed from the U.S. federal statutory rate of 21% primarily due to state taxes, state valuation allowances on certain tax credit carryforwards, and non-deductible expenses such as limitations on the amount of deductible executive compensation, partially offset by research and development tax credits and a reduction in our Israeli subsidiary’s statutory tax rate for years 2020 through 2023. Our effective tax rate for the year ended December 31, 2022 differed from the U.S. federal statutory rate of 21% primarily due to net favorable adjustments related to prior years and research and development tax credits, partially offset by state taxes, state valuation allowances on certain tax credit carryforwards, and non-deductible expenses such as limitations on the amount of deductible executive compensation.

Liquidity and Capital Resources

As of December 31, 2023, we had cash, cash equivalents, and marketable securities totaling $520.1 million and $245.7 million available in unused borrowing capacity under our current credit facility. We have financed our operations and capital expenditures primarily through cash generated from operations, sales of shares of common and preferred stock and from our senior unsecured notes, bank loans, and convertible notes. As of December 31, 2023, we had no amounts outstanding under our credit facility.

We believe our existing cash, cash equivalents, marketable securities, cash flow from operations, and amounts available for borrowing under our bank loan agreement will be sufficient to meet our working capital requirements for at least the next 12 months. To the extent existing cash, cash equivalents, marketable securities, cash from operations, and amounts available for borrowing are insufficient to fund future activities, we may need to raise additional funds. In the future, we may attempt to raise additional capital through the sale of equity securities or through equity-linked or debt financing arrangements. If we raise additional funds by issuing equity or equity-linked securities, the ownership of our existing stockholders will be diluted. If we raise additional financing by the incurrence of additional indebtedness, we may be subject to increased fixed payment obligations and could also be subject to additional restrictive covenants, such as limitations on our ability to incur additional debt, and other operating restrictions that could adversely impact our ability to conduct our business. Any future indebtedness we incur may result in terms that could be unfavorable to equity investors. There can be no assurances that we will be able to raise additional capital. The inability to raise capital could adversely affect our ability to achieve our business objectives.

Credit Facility

In April 2021, we entered into a $250.0 million credit facility agreement with a syndicate of banks. The credit facility has a maturity date of April 30, 2026 and bears interest at a rate based upon our Net Leverage Ratio. Our Net Leverage Ratio is defined as total debt less total cash and permitted investments outstanding at period end, with a maximum total cash and permitted investments adjustment of $550.0 million, divided by the trailing 12 months of earnings, adjusted for items such as non-cash

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expenses and other nonrecurring transactions. We are also obligated to pay other customary fees including a commitment fee on a quarterly basis based on amounts committed but unused under the credit facility at a rate between 0.25% to 0.35%, depending on our Net Leverage Ratio. The amount available under the credit facility is reduced by letters of credit outstanding, which totaled $4.3 million as of December 31, 2023. The letters of credit outstanding relate to various leased office spaces.

The credit facility is collateralized by security interests in substantially all of our assets and includes customary events of default such as non-payment of principal, non-payment of interest or fees, inaccuracy of representations and warranties, violation of certain covenants, cross default to certain other indebtedness, bankruptcy and insolvency events, material judgments against us, and a change of control. The occurrence of an event of default could result in the acceleration of the obligations under the credit facility.

The credit facility agreement contains customary representations, warranties, affirmative covenants, such as financial statement reporting requirements, negative covenants, and financial covenants, such as maintenance of certain net leverage ratio requirements. The negative covenants include restrictions that, among other things, restrict our ability to incur liens and indebtedness, make certain investments, declare dividends, dispose of, transfer or sell assets, make stock repurchases and consummate certain other matters, all subject to certain exceptions.

For more information on the credit facility, please see Note 9 – Debt to the audited financial statements included in this report.

We have no amounts outstanding under the credit facility and are in compliance with our debt covenants as of December 31, 2023.

Issuance of Senior Unsecured Notes

On January 12, 2022, we issued an aggregate principal amount of $550.0 million senior unsecured notes due 2030 in a private placement. The senior unsecured notes were issued pursuant to an indenture dated as of January 12, 2022, or the Indenture. Pursuant to the Indenture, the senior unsecured notes will mature on January 15, 2030 and bear interest at a rate of 5% per year. Interest on the senior unsecured notes is payable semi-annually in arrears on January 15 and July 15 of each year.

The Indenture contains certain customary negative covenants, including, but not limited to, limitations on the incurrence of debt, limitations on liens, limitations on consolidations or mergers, and limitations on asset sales. The Indenture also contains customary events of default.

At any time prior to January 15, 2030, we have the option, at our sole discretion, to redeem all or a portion of our senior unsecured notes subject to the payment of certain premiums, make-whole provisions, and accrued and unpaid interest. Upon the occurrence of a change of control triggering event, we must offer to repurchase the senior unsecured notes at a repurchase price equal to 101% of the aggregate principal amount to be repurchased, and any accrued and unpaid interest.

For more information on the senior unsecured notes, please see Note 9 – Debt to the audited financial statements included in this report.

Share Repurchase Program

During the year ended December 31, 2022, our board of directors authorized us to repurchase up to $450.0 million of our outstanding common stock, with no fixed expiration. In May 2023, our board of directors authorized an increase to the share repurchase program of $100.0 million. During the year ended December 31, 2023, we repurchased 9.6 million shares of our Class A common stock for $147.3 million under our share repurchase program, including 6.9 million shares of our Class A common stock delivered under a Rule 10b5-1 plan totaling $110.7 million, 2.6 million shares of our Class A common stock purchased in the open market totaling $36.6 million, and 0.1 million shares of our Class A common

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stock delivered upon the final settlement of an accelerated share repurchase agreement that we entered into in December 2022 with a major financial institution for which the payment was made in December 2022.

Approximately $63.4 million remains available for future repurchases of our Class A common stock under our share repurchase program as of December 31, 2023. For more information, see Note 14 – Share Repurchase Program to the audited financial statements included in this report.

Investments

During the year ended December 31, 2023, we continued investing in highly rated debt securities and money market mutual funds to manage our excess cash reserves. The primary objectives in investing our excess cash reserves are to preserve capital, provide sufficient liquidity to satisfy both operational cash flow requirements and potential strategic investment opportunities, and to obtain a reasonable or market rate of return on investments. We consider all of our investments as available for use in current operations, including those with maturity dates beyond one year, and therefore classify these securities within current assets in our Consolidated Balance Sheets.

As of December 31, 2023, we held $283.0 million in total investments, consisting of money market mutual funds and available-for-sale debt securities. These investments are included within cash and cash equivalents and marketable securities within our Consolidated Balance Sheets. For more information, see Note 11 – Financial Instruments to the audited financial statements included in this report.

Institutional Insured Liquid Deposit

In March 2023, we entered into a cash management program called Institutional Insured Liquid Deposit, or IILD, with Wells Fargo & Company, which acts as our agent and the custodian of our funds. With the IILD, our funds are placed into interest-bearing FDIC-insured accounts at participating network banks in increments of slightly less than the FDIC insurance limit of $250,000. Both principal and interest earned are eligible for FDIC insurance under our IILD program. As of December 31, 2023, we had $120.6 million in the IILD program.

Cash Flows

The following table summarizes our cash flows for the periods presented (in thousands):

Year Ended December 31,
20232022
Net cash provided by operating activities$103,192$128,808
Net cash provided by (used in) investing activities106,736(351,134)
Net cash provided by (used in) financing activities(154,265)195,085
Net increase (decrease) in cash and cash equivalents$55,663$(27,241)

Operating Activities

The primary source of operating cash inflows is cash collected from our customers for our services. Our primary uses of cash from operating activities are for personnel-related expenditures, marketing costs and third-party costs incurred to support our marketplace.

For the year ended December 31, 2023, cash provided by operating activities was $103.2 million resulting from our net income of $49.1 million, adjusted by non-cash charges of $74.6 million and a net decrease of $20.5 million in our operating assets and liabilities. The non-cash charges primarily resulted from $84.2 million for stock-based compensation expense, $11.6 million pertaining to amortization of intangible assets and depreciation, and $4.2 million pertaining to non-cash lease expense, partially offset by $18.4 million related to the change in our deferred tax assets driven by an increase to our current year

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capitalization of software and research costs from a tax perspective partially offset by a decrease in our operating loss and tax credit carryforwards, net of valuation allowances, and $11.3 million in amortization and accretion of marketable securities. The decrease of $20.5 million related to changes in our operating assets and liabilities was primarily driven by a $25.2 million decrease in our accrued expenses and other liabilities and accounts payable, a $6.7 million decrease in deferred revenue, and a $6.0 million decrease in operating lease liabilities, partially offset by a $14.4 million decrease in our accounts receivable.

For the year ended December 31, 2022, cash provided by operating activities was $128.8 million resulting from our net income of $61.5 million, adjusted by non-cash charges of $96.2 million and a net decrease of $28.9 million in our operating assets and liabilities. The non-cash charges primarily resulted from $77.0 million for stock-based compensation expense, $10.7 million pertaining to amortization of intangible assets and depreciation, and $4.4 million pertaining to non-cash lease expense. The decrease of $28.9 million related to changes in our operating assets and liabilities was primarily driven by a $22.7 million decrease in our accrued expenses and other liabilities and accounts payable, a $6.7 million increase in our accounts receivable, a $6.7 million decrease in operating lease liabilities, and a $3.7 million decrease in deferred revenue, partially offset by an increase of $12.7 million in accrued interest associated with our senior unsecured notes.

Investing Activities

For the year ended December 31, 2023, cash provided by investing activities was $106.7 million resulting from $538.7 million received from paydowns, maturities and redemptions of marketable securities, partially offset by $421.3 million used in purchases of marketable securities and an increase in capitalized software development costs of $9.7 million.

For the year ended December 31, 2022, cash used in investing activities was $351.1 million resulting from purchases of marketable securities of $367.1 million, capitalized software development costs of $7.9 million, and capital expenditures of $2.7 million primarily related to purchases of computer supplies and equipment, partially offset by $25.6 million received from paydowns, maturities, and redemptions of marketable securities and $0.9 million received from sales of marketable securities.

Financing Activities

For the year ended December 31, 2023, cash used in financing activities was $154.3 million which consisted of $147.6 million used for the repurchase of common stock, and $17.4 million for the net settlement of taxes on RSUs, partially offset by $6.4 million of proceeds from the issuance of stock under the employee stock purchase plan, and $4.3 million of proceeds from the exercise of stock options.

For the year ended December 31, 2022, cash provided by financing activities was $195.1 million which consisted of $550.0 million of proceeds from the issuance of our senior unsecured notes, $8.1 million of proceeds from the issuance of stock under the employee stock purchase plan, and $4.7 million of proceeds from the exercise of stock options, partially offset by $339.3 million for the repurchase of common stock, $19.2 million for the net settlement of taxes on RSUs, and $9.4 million for the payment of the issuance costs related to the issuance of our senior unsecured notes.

Obligations and Other Commitments

See Note 10 – Commitments and Contingencies to the audited financial statements included in this report for our future minimum commitments related to certain software service agreements. Through December 31, 2023, we did not have any relationships with unconsolidated organizations or financial partnerships, such as structured finance or special purpose entities that have been established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.

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Critical Accounting Policies and Estimates

Critical accounting policies and estimates are both the most important to the portrayal of our net assets and results of operations and require difficult, subjective, or complex judgments. We often need to make estimates about the effect of matters that are inherently uncertain and these estimates are developed based on historical experience and various other assumptions that we believe to be reasonable under the circumstances.

Critical accounting estimates are accounting estimates where the nature of the estimates are material due to the levels of subjectivity and judgment necessary to account for highly uncertain matters or the susceptibility of such matters to change and the impact of the estimates on financial condition or operating performance is material.

The critical accounting policies and estimates, assumptions, and judgments that we believe have the most significant impact on our consolidated financial statements are described below.

Revenue Recognition

We derive our revenue primarily from fees for subscription services and performance-based job posting activities. Revenue is recognized when control of the promised goods or services is transferred to our customers, in an amount that reflects the consideration we expect to be entitled to in exchange for those goods or services.

We determine revenue recognition through the following steps:

•Identification of the contract, or contracts, with a customer

•Identification of all performance obligations in the contract

•Determination of the transaction price

•Allocation of the transaction price to the performance obligations in the contract

•Recognition of revenue when, or as, the performance obligation or obligations are satisfied

We identify enforceable revenue contracts when the terms are agreed to by the customer. Some of our contracts with customers contain multiple performance obligations. For these contracts, we account for performance obligations separately if they are distinct. The transaction price is allocated to the separate performance obligations on a relative standalone selling price basis. We determine the standalone selling prices based on our overall pricing objectives, taking into consideration market conditions and other factors, including the value of our contracts, the products sold, and the number and types of users within our contracts.

Revenue is recognized as performance obligations are satisfied and is presented net of sales allowances.

We derive our revenues from the following sources:

Subscription Revenue

Subscription revenue consists of time-based job posting plans, upsells which complement or expand visibility and prominence to job posting plans, and resume database plans. Plans are priced at a flat rate based on plan size and whether the plan is for a daily, monthly, or annual term. Customer contracts are typically subject to renewal at the end of the subscription term. Contracts are only cancelable at the end of the term and are nonrefundable.

Time-based job posting plans: Job posting plans provide customers access to cloud-based software services, where they may create job postings that are posted to our marketplace in addition to numerous

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other job sites or partner networks with job seeker communities. Customers may also access our software to review job applications and manage job postings. We recognize revenue from job posting plans ratably over the term of the agreement beginning on the date the subscription service is made available to the customer. Once a customer requests a cancellation of their subscription, the open job postings are closed at the end of the term; however, the customer may still access the software to review past job postings or prior applications received under a separate upsell subscription. Job posting plans are billed in advance of the subscription period, which typically ranges from one to twelve months, except for daily subscription plans, which are billed in arrears based on how many days the customer uses the services.

Upsell services: Additional features to complement or expand visibility to job posting plans may be purchased as an upsell service. For these services, we bill the customers in advance and recognize revenue ratably over the term of the agreement beginning on the date the upsell services are made available to the customer, which typically ranges from one to twelve months.

Upsell services also include job posting enhancements which are applied to individual job postings. Such services enhance job postings by providing customers with a temporary boost in the prominence of their open jobs, expanding visibility to job postings by inviting strong fit potential candidates to apply to the job, or highlighting key attributes of job postings to make them stand out to job seekers. Individual job posting enhancements may be purchased by a customer when needed, or in recurring monthly prepaid bundles to complement their job posting subscription plan, and are billed in advance of use. Typically these prepaid bundles can be used over a period ranging from one to twelve months. Revenue from job posting enhancements is recognized as the customer uses the enhancement on their job postings. Unused prepaid job posting enhancements are not refundable, and we recognize revenue for the estimated portion of prepaid job posting enhancements that are expected to expire unused, or breakage, based on estimates considering historical breakage levels for upsell services. Breakage is recognized as revenue in proportion to the pattern of actual usage by customers.

Resume database plans: Access to our resume database is purchased on a subscription basis and allows a customer to search for and view resumes. Resume database plans are priced based on how many resumes the customer would like to view in a month and may be purchased independent of, or in addition to, a job posting plan. Resume database plans are billed in advance of the subscription period, which typically ranges from one to twelve months. Revenue is recognized ratably over the subscription period.

Performance-based Revenue

Performance-based revenue consists of customers who pay on a per click by job applicant or per job application basis for the job postings they wish to distribute through our software. Customers pay an amount per click or per application that is usually capped at a contractual maximum per recruitment campaign, with campaigns typically lasting from one to three months. Customers on this pricing model do not have access to our applicant tracking software for subscription customers though they may purchase resume database subscription plans separately. Customers that use performance-based revenue plans are typically companies with consistent hiring needs and sophisticated recruitment campaigns where they manage incoming applications and job postings on their own applicant tracking systems.

Performance-based revenue is typically billed monthly, in arrears, and revenue is recognized as job applicants click on or apply to the distributed job postings, up to the contractual maximum per recruitment campaign.

Sales Allowance

We establish a sales allowance to estimate refunds and credits that we may grant to customers in the future for cancellations of subscriptions and concessions to customers who are not satisfied with services received. While subscriptions are noncancelable once the contract term has commenced, we may at times allow customers who miss their cancellation window prior to an autorenewal to cancel their contract, and we may issue refunds or credits to maintain overall customer satisfaction. The sales allowance is

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estimated by considering historical results and trends, and is accounted for as a reduction to revenue or deferred revenue for contracts where payments are received upfront and revenue is recognized over time.

Stock-Based Compensation

Compensation expense related to stock-based awards is measured and recognized in the financial statements based on the fair value of the awards granted. We estimate the fair value of employee stock-based compensation awards on the grant date and recognize forfeitures as they occur. The fair value of restricted stock units, or RSUs, is estimated based on the fair value of our common stock. The fair value of each option award and employee stock purchase right associated with our Employee Stock Purchase Plan is estimated on the grant date using the Black-Scholes option-pricing model. We have elected to treat stock-based awards with graded vesting schedules and only time-based service conditions as a single award and recognize stock-based compensation expense on a straight-line basis over the requisite service period.

For awards that contain both market or performance conditions and service conditions, the grant date fair value is recognized as stock-based compensation expense using a graded vesting attribution model. No expense is recognized for awards with performance conditions until the performance condition is probable of being met.

The Black-Scholes option pricing model requires us to make certain assumptions including:

Fair Value of our Common Stock. See the section titled “Determination of the Fair Value of Common Stock on Grant Dates” below.

Expected Term. Given that we do not have sufficient exercise history to develop reasonable expectations about future exercise patterns and post-vesting employment termination behavior, we determine the expected term for our “plain vanilla” stock options using the simplified method, which is calculated as the midpoint of the stock option vesting term and the expiration date of the stock option.

Expected Volatility. Because our common stock has limited trading history, we estimate the expected volatility of the awards from the historical volatility of selected public companies that represent similar but alternative investment opportunities to an investment in us. Characteristics considered in identifying guideline public companies include similarity in size, lines of business, market capitalization, revenue and financial leverage. We determined the expected volatility assumption using the frequency of daily historical prices of comparable public company common stock for a period equal to the expected term of the option. We assess the comparable companies and other relevant factors used to measure expected volatility for stock option grants on an as-needed basis.

Risk-free Rate. The risk-free interest rate assumption is based upon observed interest rates on the U.S. government securities appropriate for the expected term of our employee stock options.

Dividend Yield. The dividend yield assumption is based on our history and expectation of dividend payouts. We have never declared nor paid any cash dividends on our common stock, and we do not anticipate paying any cash dividends in the foreseeable future.

The determination of stock-based compensation is inherently uncertain and subjective and involves the application of valuation models and assumptions requiring the use of judgment. If we had made different assumptions, our stock-based compensation expense and our results of operations for the years ended December 31, 2023 and 2022 may have been significantly different.

Determination of the Fair Value of Common Stock on Grant Dates

Prior to the completion of our Direct Listing on May 26, 2021, our common stock was not publicly traded, and therefore, our board of directors exercised significant judgment in determining the fair value of our common stock on the date of each stock-based grant, with input from management and the

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assistance from an independent third-party valuation firm based on several objective and subjective factors. The valuations of our common stock were determined in accordance with the guidelines outlined in the American Institute of Certified Public Accountants Practice Aid, Valuation of Privately-Held-Company Equity Securities Issued as Compensation. In determining the fair market value of our common stock prior to the Direct Listing, the board of directors considered the following:

•the prices of our redeemable convertible preferred stock sold to outside investors in arms-length transactions;

•the rights, preferences and privileges of our redeemable convertible preferred stock relative to our common stock;

•our operating and financial performance;

•the present value of our anticipated future cash flows;

•our stage of development and current business conditions and projections affecting our business, including the introduction of new products and services;

•the likelihood of achieving a liquidity event for the shares of common stock underlying these stock options, such as an initial public offering or sale of our company, in light of prevailing market conditions;

•any adjustment necessary to recognize a lack of a liquid trading market for our common stock;

•the market performance of comparable publicly traded companies; and

•the overall U.S. economic, regulatory and capital market conditions.

In valuing our common stock, our board of directors determined the equity value of our business using various valuation methods including market and income approaches with input from management.

The market approaches we used prior to the Direct Listing were the Guideline Public Company Method and the Guideline Transaction Method. The Guideline Public Company Method estimated our equity value by applying a representative market value multiple from comparable companies to our financial forecasts. The Guideline Transaction Method estimated our equity value by using pricing multiples derived from sales of companies with similar characteristics to us. Under the income approach, a Discounted Cash Flow, or DCF, model was used, where net cash flows attributable to our business and an assumed terminal value were discounted to present value using a discount rate, based on our estimated weighted average cost of capital that reflected the risks inherent in the cash flows.

After determining our equity value, we then allocated the equity value to our classes of stock using either an Option Pricing Method, or OPM, or a hybrid of OPM and Probability Weighted Expected Return Method, or PWERM.

The OPM allocated values to each equity class by creating a series of call options on our equity value, with exercise prices based on the liquidation preferences, participation rights, and strike prices of the equity instruments. In determining the estimated fair value of our common stock, we considered the fact that our stockholders could not freely trade our common stock in the public markets. Accordingly, we also applied a discount for lack of marketability to the equity value.

Under the hybrid OPM and PWERM, the allocation was based on the likelihood of a near-term liquidity exit or an alternative exit scenario. For a near-term liquidity scenario, the allocation was based on the expected pricing and timing of the liquidity event. For the alternative exit scenario, an OPM with an appropriate time to liquidity was used to estimate the fair value of the share classes assuming the near-term liquidity scenario does not occur, with the resulting share values under each scenario weighted by

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management’s estimate of their respective probabilities. We also applied a discount for lack of marketability.

In valuing our common stock at various dates in 2019 through September 30, 2020, our board of directors determined the equity value of our business using the Guideline Public Company Method and the equity value was then allocated to our classes of stock using an OPM given the uncertainty with regards to the timing and type of future exit scenario.

In valuing our common stock as of December 31, 2020 and March 31, 2021, our board of directors determined the equity value of our business using the Guideline Public Company Method, the Guideline Transaction Method, and a DCF. The equity value was then allocated to our classes of stock using the hybrid OPM and PWERM based on management’s estimate of the likelihood of a near-term liquidity event or an alternative exit scenario.

Application of these approaches involves the use of estimates, judgment, and assumptions that are highly complex and subjective, such as those regarding our expected future revenue and costs, future cash flows, discount rates, market multiples, the selection of comparable companies, and the probability of possible future exit events. Changes in any or all of these estimates and assumptions or the relationships between those assumptions impact our valuations as of each valuation date and may have a material impact on the valuation of our common stock.

For stock awards granted after the completion of our Direct Listing on May 26, 2021, our board of directors determined the fair value of each share of underlying common stock based on the New York Stock Exchange, or NYSE, closing price on the date prior to the date of grant.

We have granted RSUs to certain of our employees and directors. RSUs granted prior to our Direct Listing vest upon the satisfaction of both a time-based service condition and a liquidity event requirement. The time-based service condition for these awards is generally satisfied over four years. The liquidity event requirement is satisfied upon the earliest to occur of a qualifying event, defined as a change of control transaction or after a set period of time following the effective date of our initial public offering pursuant to an effective registration statement under the Securities Act for the offer and sale of shares by ZipRecruiter. A direct listing in which we did not sell our equity securities would not have satisfied the liquidity event performance condition; however, on April 19, 2021, our board of directors waived the liquidity event performance condition for the 6.9 million RSUs then outstanding so those that had satisfied the service condition would vest upon the earlier of the first day of trading of our common stock on the NYSE, or March 15, 2022. As the satisfaction of the performance condition was not probable for accounting purposes prior to the waiver, the waiver of the liquidity event-based performance condition resulted in the remeasurement of the modified awards at fair value on the date of the waiver, which management estimated to be $25.04 per share or approximately $172.6 million.

Stock-based Compensation for Awards with a Market Condition

In April 2021, we granted an RSU award to Ian Siegel, our Chief Executive Officer, or the CEO, and such award, the CEO Performance Award, which included service, market, and performance-based vesting conditions. The fair value of the award is determined using a Monte Carlo simulation model. The associated stock-based compensation expense is recorded over the requisite service period, using a graded attribution method. The requisite service period is the longer of the service period derived from the Monte Carlo simulation model and the explicit service period the CEO is required to remain employed to vest in the award. The market condition is satisfied upon achieving certain stock price targets for a period following the completion of our Direct Listing. The CEO Performance Award also contains an implied performance-based vesting condition as the CEO’s ability to earn the award was contingent upon the completion of the Direct Listing. Accordingly, no expense was recognized prior to the completion of our Direct Listing on May 26, 2021, as vesting was not considered probable for accounting purposes until the Direct Listing occurred. Provided that Ian Siegel continues to be the CEO of ZipRecruiter, stock-based compensation expense is recognized over the requisite service period, regardless of whether the stock

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price targets are achieved. If the stock price targets are met sooner than the derived service period, we will accelerate the recognition of stock-based compensation expense to reflect the cumulative expense associated with the vested shares. In December 2023, we cancelled the CEO Performance Award and incurred a one-time charge of $7.5 million resulting from an acceleration of unrecognized stock-based compensation expenses from future periods into the fourth quarter of 2023.

Income Taxes

We account for income taxes in accordance with Accounting Standards Codification 740, Income Taxes. Current tax liabilities and assets are recognized for the estimated taxes payable or refundable, respectively, on the tax returns for the current year. Deferred tax assets and liabilities are determined based on differences between financial reporting and tax bases of assets and liabilities and are measured using the enacted tax rates and laws that will be in effect when the differences are expected to reverse.

We record valuation allowances against our deferred tax assets, when necessary. Realization of deferred tax assets is dependent upon future taxable earnings and is therefore uncertain. At least quarterly, we assess the likelihood that our deferred tax asset balance will be realized against future taxable income. To the extent we believe that realization is not likely, we establish a valuation allowance against our net deferred tax asset, which increases our income tax expense in the period when such determination is made. Although we incurred a current year pretax profit and maintain a recent history of cumulative earnings, during the year ended December 31, 2023, we recorded an incremental valuation allowance of $2.3 million against the deferred tax asset associated with carried forward California Research and Development Credits as we believe that it is more likely than not that we will not generate sufficient California sourced taxable income in future years to utilize that deferred tax asset.

On a quarterly basis, we evaluate the probability a tax position will be effectively sustained, and the appropriateness of the amount recognized for uncertain tax positions based on factors including changes in facts or circumstances, changes in tax law, settled audit issues and new audit activity. Changes in our assessment may result in the recognition of a tax benefit or an additional charge to the tax provision in the period our assessment changes. We recognize interest and penalties related to income tax matters in income tax expense.

Investments

We maintain an investment portfolio of highly rated debt securities and money market mutual funds to manage our excess cash reserves. Our primary objectives in investing our excess cash reserves are to preserve capital, provide sufficient liquidity to satisfy both operational cash flow requirements and potential strategic investment opportunities, and to obtain a reasonable or market rate of return on investments.

Our investments are all highly liquid and available for use in current operations, including those with maturity dates beyond one year, and therefore we classify these securities within current assets in our Consolidated Balance Sheets. We consider our highly liquid investments with original maturities of three months or less at the date of purchase to be cash equivalents. Investments not considered cash equivalents are classified as marketable securities in our Consolidated Balance Sheets.

We classify and account for our money market mutual funds which have readily determinable fair values as equity securities, and we carry such securities at fair value with unrealized gains and losses reported in other income (expense), net in our Consolidated Statement of Operations. We classify and account for our debt securities as available-for-sale, and we carry such securities at fair value with unrealized gains and losses excluded from earnings and reported net of tax as a separate component of

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stockholders’ equity in accumulated other comprehensive income (loss) until the security is sold or matures.

We determine any realized gains and losses on the sale of our available-for-sale debt securities using a specific identification method, and we record such gains and losses through other income (expense), net in our Consolidated Statement of Operations.

If an available-for-sale debt security’s fair value declines below its amortized cost basis, we evaluate whether we intend to sell the security, or whether we more likely than not will be required to sell the security before the recovery of its amortized cost basis. If either condition is met, we record an impairment loss on the security through other income (expense), net in our Consolidated Statement of Operations. If neither condition is met, we evaluate whether the decline is the result of credit-related factors, in which case we record the credit-related portion of the impairment loss through other income (expense), net in our Consolidated Statement of Operations, and record the non-credit-related portion of the impairment loss, net of tax, through other comprehensive income (loss) in the Consolidated Statement of Comprehensive Income.

Recent Accounting Pronouncements

See Note 2 – Basis of Presentation, Principles of Consolidation, and Summary of Significant Accounting Policies to the audited financial statements included in this report for more information.

FY 2022 10-K MD&A

SEC filing source: 0001617553-23-000007.

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Published MD&A gate trimmed front/tail over-capture. Confidence: high. Filing date: 2023-02-27. Report date: 2022-12-31.

Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations

You should read the following discussion and analysis of our financial condition and results of operations together with the consolidated financial statements and the related notes included in Item 8 “Financial Statements and Supplementary Data” in this Annual Report on Form 10-K. Some of the information contained in this discussion and analysis or set forth elsewhere in this Annual Report on Form 10-K, including information with respect to our plans and strategy for our business, includes forward-looking statements that involve risks and uncertainties. You should read the sections titled “Risk Factors” and “Note Regarding Forward-Looking Statements” for a discussion of important factors that could cause actual results to differ materially from the results described in or implied by the forward-looking statements contained in the following discussion and analysis.

OVERVIEW

Our Mission is to actively connect people to their next great opportunity.

ZipRecruiter is a two-sided marketplace for work. We generate substantially all of our revenue from fees paid by employers to post jobs and access other features in our marketplace. We offer our employers flat rate pricing on terms typically ranging from a day to a year, or performance-based pricing, such as cost-per-click, to align with each employer’s hiring needs.

ZipRecruiter is free to use for job seekers. Job seekers come to ZipRecruiter in search of their next opportunity. After establishing a profile, job seekers are able to apply to jobs with a single click. Our automated recruiter curates jobs and proactively sends alerts for new opportunities where they are a Great Match, which is a designation assigned by ZipRecruiter’s technology to indicate a high potential fit between a job seeker and a job. As our matching technology learns more about job seekers’ preferences and attributes, our technology offers increasingly higher quality matches.

We plan to continue to invest aggressively in our marketplace to improve functionality and drive growth for the foreseeable future. We have made significant investments in our business to expand our employer and job seeker footprints, increase their engagement and enhance our datasets and machine learning.

For the year ended December 31, 2022, our revenue was $904.6 million and we generated net income of $61.5 million and Adjusted EBITDA of $184.9 million. For the year ended December 31, 2021, our revenue was $741.1 million and we generated net income of $3.6 million and Adjusted EBITDA of $108.3 million. Adjusted EBITDA is a financial measure not presented in accordance with GAAP. For a definition of Adjusted EBITDA, an explanation of our management’s use of this measure and a reconciliation of net income to Adjusted EBITDA, see the section titled “Key Operating Metrics and Non-GAAP Financial Measures.”

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KEY OPERATING METRICS AND NON-GAAP FINANCIAL MEASURES

In addition to the measures presented in our consolidated financial statements, we use the following key operating metrics and non-GAAP financial measures to identify trends affecting our business, formulate business plans, and make strategic decisions:

March 31, 2021June 30, 2021September 30, 2021December 31, 2021March 31, 2022June 30, 2022September 30, 2022December 31, 2022
Quarterly Paid Employers114,705169,191169,535147,081150,233156,537135,703108,296
Revenue per Paid Employer$1,093$1,081$1,254$1,497$1,513$1,533$1,673$1,944
Year Ended December 31,
20222021
(in thousands, except percentages)
Adjusted EBITDA$184,866$108,329
Adjusted EBITDA margin20%15%

Quarterly Paid Employers

We quantify the revenue-generating customer base as the number of Paid Employers in our marketplace. The Quarterly Paid Employer metric includes all actively recruiting employers (or entities acting on behalf of employers) on a paying subscription plan or performance marketing campaign for at least one day in a given calendar quarter. Paid Employers excludes employers from our third-party sites or other indirect channels, employers who are not actively recruiting and employers on free-trials. This group of employers excluded from our Paid Employer count does not contribute a significant amount of revenue.

In the last quarter of the year ended December 31, 2022, Quarterly Paid Employers decreased when compared to the prior-year period. The record-setting levels of hiring activity we saw throughout the first half of 2022 started to show signs of softening near the end of June 2022. This trend continued through the remainder of the year ended December 31, 2022, as the U.S. labor market continued to be impacted by supply chain disruptions, inflation, and rising interest rates which posed challenges for many businesses.

Revenue per Paid Employer

We evaluate Revenue per Paid Employer as a key indicator of our efforts to increase value provided to employers in our marketplace. We define Revenue per Paid Employer as total company revenue in a given period divided by Quarterly Paid Employers in the same period.

In the last quarter of the year ended December 31, 2022, Revenue per Paid Employer increased by 30% when compared to the prior-year period. Despite the cooling hiring environment in the second half of the year ended December 31, 2022, employers’ willingness to pay continued to grow as we saw employers being more selective in their hiring and increasingly seeking out solutions with the best matching technology to help them identify and recruit standout candidates. Our products and services continue to improve, offering more value for employers of all sizes.

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Adjusted EBITDA and Adjusted EBITDA Margin

We define Adjusted EBITDA as our net income (loss) before interest expense, other income, net, income tax expense (benefit) and depreciation and amortization, adjusted to eliminate stock-based compensation expense. Adjusted EBITDA margin is calculated by dividing Adjusted EBITDA for a period by revenue for the same period.

We believe Adjusted EBITDA and Adjusted EBITDA margin are helpful to investors, analysts and other interested parties because they can assist in providing a more consistent and comparable overview of our operations across our historical financial periods. In addition, these measures are frequently used by analysts, investors and other interested parties to evaluate and assess performance. Adjusted EBITDA is not intended to be a substitute for any U.S. GAAP financial measure and, as calculated, may not be comparable to other similarly titled measures of performance of other companies in other industries or within the same industry.

Our Adjusted EBITDA and Adjusted EBITDA margin fluctuate from quarter to quarter depending on a variety of factors including, but not limited to, our investments in research and development, sales and marketing, headcount and our ability to generate revenue.

The following table presents a reconciliation of net income to Adjusted EBITDA for each of the periods indicated:

Year Ended December 31,
20222021
(in thousands)
Net income (1)$61,494$3,600
Stock-based compensation76,956107,258
Depreciation and amortization10,6829,463
Interest expense28,498916
Other income, net(5,354)(32)
Income tax expense (benefit)12,590(12,876)
Adjusted EBITDA$184,866$108,329

____________

(1)Net income includes one-time general and administrative expenses related to financial advisory services, accounting and legal expenses, the bonus earned by our Chief Executive Officer, and other filing costs in connection with the direct listing of our Class A common stock on the New York Stock Exchange, or Direct Listing, totaling $0 and $34.0 million in the years ended December 31, 2022 and 2021, respectively.

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The following tables present net income margin and Adjusted EBITDA margin for each of the periods indicated:

Year Ended December 31,
20222021
(in thousands, except percentages)
Revenue$904,649$741,141
Net income61,4943,600
Net income margin7%%
Year Ended December 31,
20222021
(in thousands, except percentages)
Revenue$904,649$741,141
Adjusted EBITDA184,866108,329
Adjusted EBITDA margin20%15%

FACTORS AFFECTING OUR PERFORMANCE

We believe that the growth and future success of our business depends on many factors. While each of these factors presents significant opportunities for our business, they also pose important challenges that we must successfully address in order to sustain our growth, improve our results of operations and maintain or increase profitability.

Attract More Employers

Our ability to maintain and grow an expansive universe of employers and job opportunities in our marketplace over time is critical to our business’s future. We acquire new employers primarily through marketing programs and our sales teams.

Our ability to cost effectively attract both employers and job seekers is critical to our success. Given that our marketplace remains free for job seekers, employers’ spending funds our continued investment in matching technology. The majority of our marketing efforts to date have been toward reaching employers. Our investment in employer-specific marketing has driven a significant increase in brand awareness. Our aided brand awareness among employers has grown to over 80% in 2022. We believe scaling our brand has a positive impact on our ability to attract both employers and job seekers to our marketplace. We plan to continue to invest in the sales and marketing channels that we believe will drive further brand awareness and preference amongst both employers and job seekers. We are focused on the effectiveness of our sales and marketing spend and will continue to be disciplined in how we measure and re-invest in growing both sides of our marketplace.

Most of the employers in our marketplace use our self-serve tools to gain access to our marketplace and do not require a salesperson to help them initially onboard and begin using ZipRecruiter. Other employers have more sophisticated needs or require greater assistance from our sales team. We expect that our sales teams will continue to become more efficient over time, even as we scale the team to appropriately meet demand from our employer customers.

Create More Value for Employers

While our marketplace serves a wide variety of employers, all employers benefit from finding the right candidate quickly. We bring employers and job seekers together using industry-leading matching technology. This technology benefits from the billions of data points we gather as job seekers and

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employers interact, leading to better matches over time. As a result of our advancements with matching, we delivered over 30 million Great Match candidates in 2022.

Average Monthly Revenue per Paid Employer by Employer Cohort Start Year

Satisfied employers continue to expand their relationship with us in terms of additional jobs and tenure in our marketplace. Those with recurring hiring needs remain active in our marketplace over time and tend to increase their spend each year, posting additional jobs and purchasing job enhancement products.

Annual cohort trends also remained strong throughout 2022. The average first year revenue for the 2022 employer cohort was approximately 17% higher than the 2021 cohort. We saw this growth in Revenue per Paid Employer across employers of all sizes, continuing the years-long trend of increasing year one Revenue per Paid Employer for each annual cohort. Additionally, Revenue per Paid Employer continued to grow across each annual cohort. For example, at $1,146, the average monthly Revenue per Paid Employer in our 2016 cohort has grown by nearly 5x since year one.

Attract More Job Seekers

For job seekers, we operate like a personal recruiter, presenting potential candidates to employers before they have applied. Phil, our AI-powered personal recruiter, engages job seekers on their journey and provides technology that makes their job search and application process more efficient. Our ability to cost effectively grow the number of job seekers and increase their engagement in our marketplace is critical to strengthen our marketplace. We compete for job seekers on many fronts, including our ability to surface unique and attractive jobs, our ability to simplify the hiring process, the transparent feedback job seekers receive on the status of their applications and our trusted brand. We believe our offering to job seekers compares favorably versus alternatives due to the combination of our large and unique set of jobs to choose from, plus our proven matching technology that continues to get smarter over time. In 2022 alone we engaged with over 42 million Active Job Seekers. Historically, we have largely focused our marketing spend on employers, and despite being the highest rated job seeker app on iOS and Android3, we are not yet the most well-known. Starting in 2021 and continuing in 2022, we have made significant investments in media campaigns focused on job seeker acquisition and engagement. With 80% aided brand awa

3 Based on job seeker app ratings, as of January 2023 from AppFollow for ZipRecruiter, CareerBuilder, Glassdoor, Indeed, LinkedIn, and Monster.

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reness among job seekers, we are focused on becoming top of mind for job seekers by increasing our brand awareness.

We will continue to invest in growing the number of job seekers in our marketplace that are either actively or passively open to evaluating new opportunities through a variety of acquisition strategies.

Investments in Technology

The technology that drives high quality matches between our job seekers and employers remains a significant investment priority. We are continuously improving our data science and machine learning models, leveraging the billions of interactions taking place in our marketplace to drive meaningful improvements in the quality of matches we share with our users. Our continued improvement of the technology underpinning our marketplace and product experience is paramount to our user experience, driving our ability to attract and retain employers and job seekers and generate revenue. As such, we will continue to invest in our technology to continue to evolve our marketplace to provide improved experiences and impact for both employers and job seekers.

We have invested in research and development to improve our matching technology and deliver a high-quality experience to employers and job seekers. In 2022 and 2021, we spent $127.7 million and $110.5 million, or 14% and 15% of total revenue, respectively, on research and development. We believe the return on these investments will create operating leverage over time while continuing to drive top-line growth.

Seasonality

Our business is seasonal, reflecting typical behavior in hiring markets. Hiring activity tends to decelerate in the fourth quarter. In 2019, for example, sequential revenue growth was 13% and 4% for the quarters ended June 30 and September 30, respectively. Sequential growth decelerated to 0% in the quarter ended December 31, 2019.

The COVID-19 pandemic interrupted the patterns we typically see in our quarterly seasonality. In 2020, we experienced a decrease in sequential revenue of 23% in the quarter ended June 30, 2020 as a result of the pandemic, but saw consecutive quarters of revenue growth of 17% and 11% in the third and fourth quarters of 2020, respectively, as employers started to return to and join our marketplace. In 2021, we saw sequential revenue growth in each quarter. However, growth from third to fourth quarter of 2021 decelerated to 4%, reflecting more typical seasonal patterns. While sequential growth during the first half of 2022 was more reflective of our typical seasonality, we saw consecutive quarters of revenue decline of 5% and 7% in the third and fourth quarters, respectively. We believe this decline was primarily driven by a macroeconomic cooling in the hiring market.

Impact of Macroeconomic Conditions

We saw significantly higher Revenue per Paid Employer in the year ended December 31, 2022 compared to the year ended December 31, 2021 and we delivered $904.6 million in revenue, a 22% increase compared to the year ended December 31, 2021, driven by higher demand of our products as the economy continued to improve from the economic downturn caused by the COVID-19 pandemic amidst a more competitive labor market. However, we saw employers pulling back on job postings in the second quarter and the trend continued throughout the year ended December 31, 2022 as supply chain disruptions, inflation, and rising interest rates posed challenges for many businesses. Any global economic recovery remains uncertain and unpredictable and will be impacted by such factors, as well as developments in the COVID-19 pandemic, including any subsequent waves of outbreak or new variant strains of the COVID-19 virus, which may require additional closures or other preventative measures and influence job seeker and employer activity.

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Components of Our Results of Operations

Revenue

We generate revenue primarily from fees paid by employers to post and distribute jobs in our marketplace, as well as multiple sites managed by Job Distribution Partners, which are third-party sites who have a relationship with us and advertise from our marketplace, and include job boards, newspaper classifieds, search engines, social networks, talent communities and resume services.

Our subscription revenue consists of time-based job posting plans, upsells which complement or expand visibility and prominence to job posting plans and resume database plans.

We offer job posting plans with terms typically ranging from a day to a year on a flat rate subscription basis to access our marketplace, where customers may create and manage job postings and review incoming candidate applications. We recognize revenue ratably over the subscription period beginning on the date the subscription service is made available to the customer. Our nonrefundable subscriptions are typically subject to renewal at the end of the subscription term.

Our upsell services complement or expand visibility to job posting plans and are typically sold on a subscription basis. Upsell services revenue is recognized ratably over the term of the agreement beginning on the date the upsell services are made available to the customer. Additionally, upsell services include job posting enhancements which are applied to individual job postings. Such services enhance job postings by providing customers with a temporary boost in the prominence of their job postings, expanding visibility to job postings by inviting strong fit potential candidates to apply to the job, or highlighting key attributes of job postings to make them stand out to job seekers. Revenue from job posting enhancements is recognized as the customer uses the enhancements on its job postings.

Resume database plans allow our customers to search and view resumes and revenue is recognized ratably over the subscription period.

Performance-based revenue is recognized when a candidate clicks on or applies to a job distributed by ZipRecruiter on behalf of a customer. For performance-based revenue, our customers pay an amount per click or per job application usually capped at a contractual maximum per job recruitment campaign.

For a description of our revenue accounting policies, see the section titled “Critical Accounting Policies and Estimates” below.

Cost of Revenue and Gross Profit

Cost of Revenue

Cost of revenue consists of third-party hosting, credit card processing fees, personnel-related costs (including salaries, bonuses, benefits, and stock-based compensation) for customer support employees, partner revenue share amounts, job distribution costs from performance-based revenue, and amortization of capitalized software costs associated with our marketplace technology to provide services for our customers. In addition, we allocate a portion of overhead costs, such as rent, IT costs, supplies and depreciation and amortization, to cost of revenue based on headcount.

We expect cost of revenue to increase in absolute dollars in future periods due to payment processing fees, third-party hosting fees, personnel-related costs to support additional transaction volume, and amortization expense associated with our capitalized internal-use software and development cost. Our cost of revenue may fluctuate in absolute dollars from period to period based on the amount and timing of all of these items.

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Gross Profit and Gross Margin

Our gross profit and gross margin may fluctuate from period to period. Such fluctuations may be influenced by our revenue, timing and amount of investments to expand hosting capacity, our continued investments in our support teams, and the amortization expense associated with our capitalized internal-use software and development cost.

Costs and Operating Expenses

Sales and Marketing

Sales and marketing expense consists of personnel-related costs (including salaries, sales commissions, bonuses, benefits, and stock-based compensation) for our sales and marketing employees, marketing activities, and related allocated overhead costs. Marketing activities include advertising, online lead generation, customer and industry events, and candidate acquisition. We allocate a portion of overhead costs, such as rent, IT costs, supplies, and depreciation and amortization, to sales and marketing expense based on headcount.

We expect that sales and marketing expenses will increase on an absolute dollar basis and may vary from period to period as a percentage of revenue for the foreseeable future as we plan to continue to invest in sales and marketing to attract both employers and job seekers to our marketplace and to increase our brand awareness. We expect that these expenses will continue to be our largest operating expense category for the foreseeable future as we continue to expand on our sales and marketing efforts. We measure the expected returns of specific sales and marketing initiatives and adjust spend levels up or down accordingly. This discipline has been a key aspect of our strong financial performance through a wide range of macroeconomic conditions.

Research and Development

Research and development expense consists of personnel-related costs (including salaries, bonuses, benefits, and stock-based compensation) for our research and development employees, amortization of capitalized software costs associated with the development of internal databases, candidate insights, and reporting that support our marketplace technology and the cost of certain third-party service providers. We allocate a portion of overhead costs, such as rent, IT costs, supplies, and depreciation and amortization, to research and development expense based on headcount. Research and development costs, other than software development costs qualifying for capitalization, are expensed as incurred.

We believe continued investments in research and development are important to attain our strategic objectives, and expect research and development expense to increase in absolute dollars. This expense may vary as a percentage of total revenue for the foreseeable future as we continue to invest in research and development activities related to ongoing improvements to, and maintenance of, our marketplace, expansion of our services, as well as other research and development programs, including the hiring of engineering, product development, and design employees to support these efforts.

General and Administrative

General and administrative expense consists of personnel-related costs (including salaries, bonuses, benefits, and stock-based compensation) for employees in our executive, finance, human resource and administrative departments, and fees for third-party professional services, including consulting, legal and accounting services. General and administrative expense also consists of non-recurring costs as part of our transition to a publicly traded company and includes fees paid to our financial advisors in connection with our Direct Listing. In addition, we allocate a portion of overhead costs, such as rent, IT costs, supplies, and depreciation and amortization, to general and administrative expense based on headcount.

We expect to continue to invest in corporate infrastructure and incur additional expenses associated with operating as a public company, including expenses related to compliance and reporting obligations

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pursuant to the rules and regulations of the SEC, and higher expenses for investor relations costs, professional services, and director and officer insurance.

Interest Expense

Interest expense consists of interest costs associated with our outstanding borrowings, undrawn fees associated with our credit facility, and amortization of issuance costs for our credit facility and senior unsecured notes.

Other Income, Net

Other income, net consists primarily of interest income recognized on cash, cash equivalents and marketable securities, gains and losses from foreign currency exchange transactions, and realized gains and losses recognized on sales of available-for-sale debt securities. We have foreign currency exposure primarily related to personnel-related expenses that are denominated in currencies other than the U.S. Dollar, principally the Canadian Dollar, British Pound and the Israeli New Shekel. Other income (expense) also includes sublease income which consists of income earned from noncancellable sublease agreements related to two of our office facilities.

Income Tax Expense (Benefit)

We are subject to federal and state income taxes in the United States, as well as several international jurisdictions. The effective tax rate for the year ended December 31, 2022 differed from the U.S. federal statutory tax rate of 21% primarily due to the net favorable adjustments related to prior years and research and development tax credits, partially offset by state taxes, state valuation allowances on certain tax credit carryforwards, and non-deductible expenses including limitations on the amount of deductible officer compensation. The effective tax rate for the year ended December 31, 2021 differed from the U.S. federal statutory tax rate of 21% primarily due to book and tax differences relating to the exercise of non-qualified stock options and from the net tax benefits from research and development tax credits, partially offset by non-deductible expenses including certain stock-based compensation expenses.

Results of Operations

A discussion regarding our financial condition and results of operations for fiscal year 2022 compared to fiscal year 2021 is presented below. A discussion regarding our financial condition and results of operations for fiscal year 2021 compared to fiscal year 2020 can be found in “Management’s Discussion and Analysis of Financial Condition and Results of Operations” within our Annual Report on Form 10-K for the fiscal year ended December 31, 2021, which is available free of charge on the SEC’s website at http://www.sec.gov.

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The following table sets forth our consolidated results of operations for each of the periods presented:

Year Ended December 31,
20222021
(in thousands)
Revenue(1)$904,649$741,141
Cost of revenue(2)86,29879,614
Gross profit818,351661,527
Operating expenses
Sales and marketing(2)484,429410,665
Research and development(2)127,737110,470
General and administrative(2)(3)108,957148,784
Total operating expenses721,123669,919
Income (loss) from operations97,228(8,392)
Other income (expense)
Interest expense(28,498)(916)
Other income, net5,35432
Total other expense, net(23,144)(884)
Income (loss) before income taxes74,084(9,276)
Income tax expense (benefit)12,590(12,876)
Net income$61,494$3,600

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(1)Revenue is comprised as follows:

Year Ended December 31,
20222021
(in thousands)
Subscription revenue$696,334$600,090
Performance-based revenue208,315141,051
Total revenue$904,649$741,141

(2)Includes stock-based compensation expense as follows:

Year Ended December 31,
20222021
(in thousands)
Cost of revenue$807$1,093
Sales and marketing10,85817,865
Research and development30,98534,230
General and administrative34,30654,070
Total stock-based compensation$76,956$107,258

(3)Includes one-time charges related to financial advisory services, accounting and legal expenses, the bonus earned by our Chief Executive Officer, and other filing costs in connection with our Direct Listing totaling $0 and $34.0 million in the years ended December 31, 2022 and 2021, respectively.

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Comparison of the Years Ended December 31, 2022 and 2021

Revenue

Year Ended December 31,
20222021$ Change% Change
(in thousands, except percentages)
Total revenue$904,649$741,141$163,50822%

Revenue increased $163.5 million, or 22%, for the year ended December 31, 2022 compared to the year ended December 31, 2021. Subscription revenue increased by $96.2 million, or 16%, while performance-based revenue increased $67.3 million, or 48%, for the same period. The increase in subscription revenue was primarily due to significantly higher Revenue per Paid Employer in the current year driven by higher demand of our products as employers continued to seek out the best and most efficient technology and tools to recruit talent amidst a more competitive labor market. The increase in performance-based revenue was primarily due to the onboarding of new customers who ran sophisticated recruitment marketing campaigns in addition to increased budgets as employers' hiring needs ramped up amidst a more competitive labor market in 2022.

Cost of Revenue and Gross Margin

Year Ended December 31,
20222021$ Change% Change
(in thousands, except percentages)
Cost of revenue$86,298$79,614$6,6848%
Gross margin90%89%

Cost of revenue increased $6.7 million, or 8%, for the year ended December 31, 2022 compared to the year ended December 31, 2021, primarily driven by an increase of $3.7 million in credit card processing fees due to the increase in revenue. Total gross margins were 90% and 89% in the years ended December 31, 2022 and December 31, 2021, respectively, and this improvement reflected our continued commitment to operational efficiencies and maintaining costs proportionate to revenue growth.

Sales and Marketing

Year Ended December 31,
20222021$ Change% Change
(in thousands, except percentages)
Sales and marketing$484,429$410,665$73,76418%
Percentage of revenue54%55%

Sales and marketing expenses grew $73.8 million, or 18%, for the year ended December 31, 2022 compared to the year ended December 31, 2021. The increase was primarily due to an additional $45.1 million in marketing and advertising compared to the prior-year period reflecting our efforts in advertising to both job seekers and employers to grow both sides of the marketplace. Personnel-related costs for our sales and marketing employees increased by $28.4 million, largely due to an increase in headcount. These increases were partially offset by a decrease of $7.0 million in stock-based compensation expense, primarily attributable to our RSUs which vested as a result of our board of directors’ waiver of the liquidity event-based vesting condition during the second quarter of 2021.

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Research and Development

Year Ended December 31,
20222021$ Change% Change
(in thousands, except percentages)
Research and development$127,737$110,470$17,26716%
Percentage of revenue14%15%

Research and development expenses increased $17.3 million, or 16%, for the year ended December 31, 2022 compared to the year ended December 31, 2021 primarily due to an increase of $13.6 million in personnel-related costs for our research and development employees largely driven by an increase in headcount. This increase was partially offset by a decrease of $3.2 million in stock-based compensation expense, primarily attributable to our RSUs which vested as a result of our board of directors’ waiver of the liquidity event-based vesting condition during the second quarter of 2021.

General and Administrative

Year Ended December 31,
20222021$ Change% Change
(in thousands, except percentages)
General and administrative$108,957$148,784$(39,827)(27)%
Percentage of revenue12%20%

General and administrative expenses decreased $39.8 million, or 27%, for the year ended December 31, 2022 compared to the year ended December 31, 2021. The decrease was largely attributable to the non-recurring fees incurred in the prior-year period related to our Direct Listing, including professional fees totaling $24.0 million, of which $19.4 million was paid to our financial advisors, and a $10.0 million bonus paid to our CEO. Stock-based compensation expense decreased by $19.8 million, primarily due to our RSUs which vested as a result of our board of directors’ waiver of the liquidity event-based vesting condition during the second quarter of 2021. Stock-based compensation expense also decreased by $4.2 million related to the modification of RSUs and options granted to a former executive in the prior-year period. Non-income tax expense decreased by $10.1 million primarily attributable to a nonrecurring expense of $8.7 million recorded in the prior year. We record non-income taxes that may result from examinations by, or any anticipated negotiated agreements with, tax authorities when a loss is probable and reasonably estimable. These decreases were partially offset by a $14.6 million increase in our personnel-related expenses for our general and administrative employees, primarily attributable to an increase in headcount.

Total Other Expense, Net

Year Ended December 31,
20222021$ Change% Change
(in thousands, except percentages)
Total other expense, net$(23,144)$(884)$(22,260)*

______________

*Percentage not meaningful.

Total other expense, net, increased by $22.3 million for the year ended December 31, 2022 compared to the year ended December 31, 2021, primarily due to interest expense of $27.6 million related to our senior unsecured notes in the aggregate principal amount of $550.0 million that commenced in January 2022. This is partially offset by $2.6 million in accretion income and $2.3 million in

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interest income, which were earned on our marketable securities and cash equivalents acquired in the current year.

Income Tax Expense (Benefit)

Year Ended December 31,
20222021$ Change% Change
(in thousands, except percentages)
Income tax expense (benefit)$12,590$(12,876)$25,466(198)%
Effective tax rate17%139%

For the year ended December 31, 2022, our tax expense increased by $25.5 million as compared to the year ended December 31, 2021. Our effective tax rate in the years ended December 31, 2022 and 2021 was 17.0% and 139%, respectively. Our effective tax rate for the year ended December 31, 2022 differed from the U.S. federal statutory rate of 21% primarily due to net favorable adjustments related to prior years and research and development tax credits, partially offset by state taxes, state valuation allowances on certain tax credit carryforwards, and non-deductible expenses such as limitations on the amount of deductible executive compensation. Our effective tax rate for the year ended December 31, 2021 differed from the U.S. federal statutory rate of 21% primarily due to excess tax benefits relating to the exercise of stock-based compensation, partially offset by permanent book-tax differences such as limitations on the deductibility of executive compensation and one-time expenses related to our Direct Listing.

Liquidity and Capital Resources

As of December 31, 2022, we had cash, cash equivalents, and marketable securities totaling $570.4 million and $244.6 million available in unused borrowing capacity under our current credit facility. We have financed our operations and capital expenditures primarily through cash generated from operations, sales of shares of common and preferred stock and from our senior unsecured notes, bank loans, and convertible notes. As of December 31, 2022, we had no amounts outstanding under our credit facility.

We believe our existing cash, cash equivalents, marketable securities, cash flow from operations, and amounts available for borrowing under our bank loan agreement will be sufficient to meet our working capital requirements for at least the next 12 months. To the extent existing cash, cash equivalents, marketable securities, cash from operations, and amounts available for borrowing are insufficient to fund future activities, we may need to raise additional funds. In the future, we may attempt to raise additional capital through the sale of equity securities or through equity-linked or debt financing arrangements. If we raise additional funds by issuing equity or equity-linked securities, the ownership of our existing stockholders will be diluted. If we raise additional financing by the incurrence of additional indebtedness, we may be subject to increased fixed payment obligations and could also be subject to additional restrictive covenants, such as limitations on our ability to incur additional debt, and other operating restrictions that could adversely impact our ability to conduct our business. Any future indebtedness we incur may result in terms that could be unfavorable to equity investors. There can be no assurances that we will be able to raise additional capital. The inability to raise capital could adversely affect our ability to achieve our business objectives.

Prior Credit Facility

We previously entered into a loan and security agreement with a financial institution that provided for a revolving credit facility which terminated on April 30, 2021 when we entered into a new credit facility as described below.

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Credit Facility

In April 2021, we entered into a $250.0 million credit facility agreement with a syndicate of banks. The credit facility has a maturity date of April 30, 2026 and bears interest at a rate based upon our Net Leverage Ratio. Our Net Leverage Ratio is defined as total debt less total cash and permitted investments outstanding at period end, with a maximum total cash and permitted investments adjustment of $550.0 million, divided by the trailing 12 months of earnings, adjusted for items such as non-cash expenses and other nonrecurring transactions. We are also obligated to pay other customary fees including a commitment fee on a quarterly basis based on amounts committed but unused under the credit facility at a rate between 0.25% to 0.35%, depending on our Net Leverage Ratio. The amount available under the credit facility is reduced by letters of credit outstanding, which totaled $5.4 million as of December 31, 2022. The letters of credit outstanding relate to various leased office spaces.

The credit facility is collateralized by security interests in substantially all of our assets and includes customary events of default such as non-payment of principal, non-payment of interest or fees, inaccuracy of representations and warranties, violation of certain covenants, cross default to certain other indebtedness, bankruptcy and insolvency events, material judgments against us, and a change of control. The occurrence of an event of default could result in the acceleration of the obligations under the credit facility.

The credit facility agreement contains customary representations, warranties, affirmative covenants, such as financial statement reporting requirements, negative covenants, and financial covenants, such as maintenance of certain net leverage ratio requirements. The negative covenants include restrictions that, among other things, restrict our ability to incur liens and indebtedness, make certain investments, declare dividends, dispose of, transfer or sell assets, make stock repurchases and consummate certain other matters, all subject to certain exceptions.

For more information on the credit facility, please see Note 8 – Debt to the audited financial statements included in this report.

We have no amounts outstanding under the credit facility and are in compliance with our debt covenants as of December 31, 2022.

Issuance of Senior Unsecured Notes

On January 12, 2022, we issued an aggregate principal amount of $550.0 million senior unsecured notes due 2030 in a private placement. The senior unsecured notes were issued pursuant to an indenture dated as of January 12, 2022, or the Indenture. Pursuant to the Indenture, the senior unsecured notes will mature on January 15, 2030 and bear interest at a rate of 5% per year. Interest on the senior unsecured notes is payable semi-annually in arrears on January 15 and July 15 of each year.

The Indenture contains certain customary negative covenants, including, but not limited to, limitations on the incurrence of debt, limitations on liens, limitations on consolidations or mergers, and limitations on asset sales. The Indenture also contains customary events of default.

At any time prior to January 15, 2030, we have the option, at our sole discretion, to redeem all or a portion of our senior unsecured notes subject to the payment of certain premiums, make-whole provisions, and accrued and unpaid interest. Upon the occurrence of a change of control triggering event, we must offer to repurchase the senior unsecured notes at a repurchase price equal to 101% of the aggregate principal amount to be repurchased, and any accrued and unpaid interest.

For more information on the senior unsecured notes, please see Note 8 – Debt to the audited financial statements included in this report.

Share Repurchase Program

During the year ended December 31, 2022, our board of directors authorized us to repurchase up to $450.0 million of our outstanding common stock, with no fixed expiration. During the year ended

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December 31, 2022, and prior to entering into a new accelerated share repurchase agreement in December 2022, or December ASR, we repurchased 16.0 million shares of our Class A common stock for $289.3 million under our share repurchase program, including 5.1 million shares of our Class A common stock delivered under the completed accelerated share repurchase agreements entered into in March and June 2022, totaling $100.0 million, 7.9 million shares of our Class A common stock delivered under a Rule 10b5-1 plan totaling $137.7 million, and 3.0 million shares of our Class A common stock totaling $51.6 million through open market purchases.

In December 2022, we entered into the December ASR with a major financial institution, to repurchase an aggregate of $50.0 million in shares of our Class A common stock. Under the December ASR, we received an initial delivery of 2.6 million shares of our Class A common stock, which represented $42.5 million (or 85%) of the December ASR. The payment of $50.0 million was recognized in additional paid-in capital in our Consolidated Statements of Changes in Redeemable Convertible Preferred Stock and Stockholders’ Equity (Deficit) in December 2022. The final number of shares repurchased was based on the volume-weighted average price of our Class A common stock during the term of the December ASR, net of fees. The final settlement occurred in February 2023.

Approximately $110.7 million remains available for future repurchases of our Class A common stock under our share repurchase program as of December 31, 2022. For more information, see Note 13 – Share Repurchase Program to the audited financial statements included in this report.

Investments

During the third quarter of 2022, we began investing primarily in highly rated debt securities and money market mutual funds to manage our excess cash reserves. The primary objectives in investing our excess cash reserves are to preserve capital, provide sufficient liquidity to satisfy both operational cash flow requirements and potential strategic investment opportunities, and to obtain a reasonable or market rate of return on investments. We consider all of our investments as available for use in current operations, including those with maturity dates beyond one year, and therefore classify these securities within current assets in our Consolidated Balance Sheets.

As of December 31, 2022, we held $404.0 million in total investments, consisting of money market mutual funds and available-for-sale debt securities. These investments are included within cash and cash equivalents and marketable securities within our Consolidated Balance Sheets. For more information, see Note 10 – Financial Instruments to the audited financial statements included in this report.

Forecasted Cash Tax Liability

Beginning in 2022, the Tax Cuts and Jobs Act of 2017 eliminates the option to deduct research and development expenditures immediately in the year incurred and requires taxpayers to amortize such expenditures over five years. While it is possible that Congress may defer, modify, or repeal this provision, potentially with retroactive effect, we have no assurance that this provision will be deferred, modified, or repealed. For the year ended December 31, 2022, we have analyzed the provision and worked with our advisors to evaluate its application to our business. This provision increased taxable income and thus cash taxes paid, with an offsetting and equal deferred tax benefit, and has decreased our expected cash from operations in 2022, and will likely continue to do so annually, unless the provision is deferred, modified, or repealed. The actual impact on future cash from operations will depend on if and

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when this provision is deferred, modified, or repealed by Congress, including if retroactively, and the amount of research and development expenses paid or incurred in future years among other factors.

Cash Flows

The following table summarizes our cash flows for the periods presented (in thousands):

Year Ended December 31,
20222021
Net cash provided by operating activities$128,808$144,136
Net cash used in investing activities(351,134)(13,336)
Net cash provided by financing activities195,0859,282
Net increase (decrease) in cash and cash equivalents$(27,241)$140,082

Operating Activities

The primary source of operating cash inflows is cash collected from our customers for our services. Our primary uses of cash from operating activities are for personnel-related expenditures, marketing costs and third-party costs incurred to support our marketplace.

For the year ended December 31, 2022, cash provided by operating activities was $128.8 million resulting from our net income of $61.5 million, adjusted by non-cash charges of $96.2 million and a net decrease of $28.9 million in our operating assets and liabilities. The non-cash charges primarily resulted from $77.0 million for stock-based compensation expense, $10.7 million pertaining to amortization of intangible assets and depreciation, and $4.4 million pertaining to non-cash lease expense. The decrease of $28.9 million related to changes in our operating assets and liabilities was primarily driven by a $22.7 million decrease in our accrued expenses and other liabilities and accounts payable, a $6.7 million increase in our accounts receivable, a $6.7 million decrease in operating lease liabilities, and a $3.7 million decrease in deferred revenue, partially offset by an increase of $12.7 million in accrued interest associated with our senior unsecured notes.

For the year ended December 31, 2021, cash provided by operating activities was $144.1 million resulting from our net income of $3.6 million, adjusted by non-cash charges of $109.2 million and a net increase of $31.4 million in our operating assets and liabilities. The non-cash charges primarily resulted from $107.3 million for stock-based compensation expense, $9.5 million pertaining to amortization of intangible assets and depreciation, and $5.4 million pertaining to non-cash lease expense, partially offset by $14.9 million related to the change in our deferred tax assets primarily driven by current year pretax losses and the tax related impact of stock-based compensation. The increase in our operating assets and liabilities was primarily driven by an increase of $56.6 million in our accrued expenses and other liabilities and accounts payable as we increased our marketing spend during the year ended December 31, 2021, partially offset by an increase of $22.4 million in our accounts receivable associated with an increase in revenue due to the number of Quarterly Paid Employers compared to the prior year.

Investing Activities

For the year ended December 31, 2022, cash used in investing activities was $351.1 million resulting from purchases of marketable securities of $367.1 million, capitalized software development costs of $7.9 million, and capital expenditures of $2.7 million primarily related to purchases of computer supplies and equipment, partially offset by $25.6 million received from paydowns, maturities, and redemptions of marketable securities and $0.9 million received from sales of marketable securities.

For the year ended December 31, 2021, cash used in investing activities was $13.3 million resulting from capitalized software development costs of $7.3 million and capital expenditures of $6.1 million primarily related to leasehold improvements for one of our operating leases.

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Financing Activities

For the year ended December 31, 2022, cash provided by financing activities was $195.1 million which consisted of $550.0 million of proceeds from the issuance of our senior unsecured notes, $8.1 million of proceeds from the issuance of stock under the employee stock purchase plan, and $4.7 million of proceeds from the exercise of stock options, partially offset by $339.3 million for the repurchase of common stock, $19.2 million for the net settlement of taxes on RSUs, and $9.4 million for the payment of the issuance costs related to the issuance of our senior unsecured notes.

For the year ended December 31, 2021, cash provided by financing activities was $9.3 million, which consisted of $18.5 million of proceeds from the exercise of stock options partially offset by $5.2 million for the net settlement of taxes on restricted stock units, $2.8 million for the repurchase of common stock, and $1.3 million for the payment of the issuance costs related to our credit facility.

Obligations and Other Commitments

See Note 9 – Commitments and Contingencies to the audited financial statements included in this report for our future minimum commitments related to certain software service agreements. Through December 31, 2022, we did not have any relationships with unconsolidated organizations or financial partnerships, such as structured finance or special purpose entities that have been established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.

Critical Accounting Policies and Estimates

Critical accounting policies and estimates are both the most important to the portrayal of our net assets and results of operations and require difficult, subjective, or complex judgments. We often need to make estimates about the effect of matters that are inherently uncertain and these estimates are developed based on historical experience and various other assumptions that we believe to be reasonable under the circumstances.

Critical accounting estimates are accounting estimates where the nature of the estimates are material due to the levels of subjectivity and judgment necessary to account for highly uncertain matters or the susceptibility of such matters to change and the impact of the estimates on financial condition or operating performance is material.

The critical accounting policies and estimates, assumptions, and judgments that we believe have the most significant impact on our consolidated financial statements are described below.

Revenue Recognition

We derive our revenue primarily from fees for subscription services and performance-based job posting activities. Revenue is recognized when control of the promised goods or services is transferred to our customers, in an amount that reflects the consideration we expect to be entitled to in exchange for those goods or services.

We determine revenue recognition through the following steps:

•Identification of the contract, or contracts, with a customer

•Identification of all performance obligations in the contract

•Determination of the transaction price

•Allocation of the transaction price to the performance obligations in the contract

•Recognition of revenue when, or as, the performance obligation or obligations are satisfied

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We identify enforceable revenue contracts when the terms are agreed to by the customer. Some of our contracts with customers contain multiple performance obligations. For these contracts, we account for performance obligations separately if they are distinct. The transaction price is allocated to the separate performance obligations on a relative standalone selling price basis. We determine the standalone selling prices based on our overall pricing objectives, taking into consideration market conditions and other factors, including the value of our contracts, the products sold, and the number and types of users within our contracts.

Revenue is recognized as performance obligations are satisfied and is presented net of sales allowances.

We derive our revenues from the following sources:

Subscription Revenue

Subscription revenue consists of time-based job posting plans, upsells which complement or expand visibility and prominence to job posting plans, and resume database plans. Plans are priced at a flat rate based on plan size and whether the plan is for a daily, monthly, or annual term. Customer contracts are typically subject to renewal at the end of the subscription term and are nonrefundable.

Time-based job posting plans: Job posting plans provide customers access to cloud-based software services, where they may create job postings that are posted to our marketplace in addition to numerous other job sites or partner networks with job seeker communities. Customers may also access our software to review job applications and manage job postings. We recognize revenue from job posting plans ratably over the term of the agreement beginning on the date the subscription service is made available to the customer. Once a customer requests a cancellation of their subscription, the open job postings are closed at the end of the term; however, the customer may still access the software to review past job postings or prior applications received under a separate upsell subscription. Job posting plans are billed in advance of the subscription period, which typically ranges from one to twelve months, except for daily subscription plans, which are billed in arrears based on how many days the customer uses the services.

Upsell services: Additional features to complement or expand visibility to job posting plans may be purchased as an upsell service. For these services, we bill the customers in advance and recognize revenue ratably over the term of the agreement beginning on the date the upsell services are made available to the customer, which typically ranges from one to twelve months.

Upsell services also include job posting enhancements which are applied to individual job postings. Such services enhance job postings by providing customers with a temporary boost in the prominence of their open jobs, expanding visibility to job postings by inviting strong fit potential candidates to apply to the job, or highlighting key attributes of job postings to make them stand out to job seekers. Individual job posting enhancements may be purchased by a customer when needed, or in recurring monthly prepaid bundles to complement their job posting subscription plan, and are billed in advance of use. Typically these prepaid bundles can be used over a period ranging from one to twelve months. Revenue from job posting enhancements is recognized as the customer uses the enhancement on their job postings. Unused prepaid job enhancements are not refundable, and we recognize revenue for the estimated portion of prepaid job enhancements that are expected to expire unused, or breakage, based on estimates considering historical breakage levels for upsell plans. Breakage is recognized as revenue in proportion to the pattern of actual usage by customers.

Resume database plans: Access to our resume database is purchased on a subscription basis and allows a customer to search for and view resumes. Resume database plans are priced based on how many resumes the customer would like to view in a month and may be purchased independent of, or in addition to, a job posting plan. Resume database plans are billed in advance of the subscription period, which typically ranges from one to twelve months. Revenue is recognized ratably over the subscription period.

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Performance-based Revenue

Performance-based revenue consists of customers who pay on a per click by job applicant or per job application basis for the job postings customers wish to distribute through our software. Customers pay an amount per click or per application that is usually capped at a contractual maximum per recruitment campaign, with campaigns typically lasting from one to three months. Customers on this pricing model do not have access to our applicant tracking software for subscription customers though they may purchase resume database subscription plans separately. Customers that use performance-based revenue plans are typically companies with consistent hiring needs and sophisticated recruitment campaigns where they manage incoming applications and job postings on their own ATSs.

Performance-based revenue is typically billed monthly, in arrears, and revenue is recognized as job applicants click on or apply to the distributed job postings, up to the contractual maximum per recruitment campaign.

Sales Allowance

We establish a sales allowance to estimate refunds and credits that we may grant to customers in the future for cancellations of subscriptions and concessions to customers who are not satisfied with services received. While subscriptions are noncancelable once the contract term has commenced, we may at times allow customers who miss their cancellation window prior to an autorenewal to cancel their contract, and we may issue refunds or credits to maintain overall customer satisfaction. The sales allowance is estimated by considering historical results and trends and is accounted for as a reduction to revenue or deferred revenue for contracts where payments are received upfront and revenue is recognized over time.

Stock-Based Compensation

Compensation expense related to stock-based awards is measured and recognized in the financial statements based on the fair value of the awards granted. The fair value of each option award and employee stock purchase right associated with our Employee Stock Purchase Plan is estimated on the grant date using the Black-Scholes option-pricing model. We have elected to treat stock-based awards with graded vesting schedules and time-based service conditions as a single award and recognize stock-based compensation expense on a straight-line basis over the requisite service period.

For awards that contain both performance and service vesting conditions, the grant date fair value is recognized as compensation expense using a graded vesting attribution model. No expense is recognized for awards with performance conditions until the performance condition is probable of being met.

The Black-Scholes option pricing model requires us to make certain assumptions including:

Fair Value of our Common Stock. See the section titled “Determination of the Fair Value of Common Stock on Grant Dates” below.

Expected Term. Given that we do not have sufficient exercise history to develop reasonable expectations about future exercise patterns and post-vesting employment termination behavior, we determine the expected term for our “plain vanilla” stock options using the simplified method, which is calculated as the midpoint of the stock option vesting term and the expiration date of the stock option. For stock options that contain a performance condition, we are using the contractual term as the expected term as those awards were only granted to nonemployees.

Expected Volatility. Because our common stock has limited trading history, we estimate the expected volatility of the awards from the historical volatility of selected public companies that represent similar but alternative investment opportunities to an investment in us. Characteristics considered in identifying guideline public companies include similarity in size, lines of business, market capitalization, revenue and financial leverage. We determined the expected volatility assumption using the frequency of daily

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historical prices of comparable public company common stock for a period equal to the expected term of the option. We periodically assess the comparable companies and other relevant factors used to measure expected volatility for stock option grants.

Risk-free Rate. The risk-free interest rate assumption is based upon observed interest rates on the U.S. government securities appropriate for the expected term of our employee stock options.

Dividend Yield. The dividend yield assumption is based on our history and expectation of dividend payouts. We have never declared nor paid any cash dividends on our common stock, and we do not anticipate paying any cash dividends in the foreseeable future.

The determination of stock-based compensation is inherently uncertain and subjective and involves the application of valuation models and assumptions requiring the use of judgment. If we had made different assumptions, our stock-based compensation expense and our results of operations for the years ended December 31, 2022, 2021, and 2020 may have been significantly different.

Determination of the Fair Value of Common Stock on Grant Dates

Prior to the completion of our Direct Listing on May 26, 2021, our common stock was not publicly traded, and therefore, our board of directors exercised significant judgment in determining the fair value of our common stock on the date of each stock-based grant, with input from management and the assistance from an independent third-party valuation firm based on several objective and subjective factors. The valuations of our common stock were determined in accordance with the guidelines outlined in the American Institute of Certified Public Accountants Practice Aid, Valuation of Privately-Held-Company Equity Securities Issued as Compensation. In determining the fair market value of our common stock prior to the Direct Listing, the board of directors considered the following:

•the prices of our redeemable convertible preferred stock sold to outside investors in arms-length transactions;

•the rights, preferences and privileges of our redeemable convertible preferred stock relative to our common stock;

•our operating and financial performance;

•the present value of our anticipated future cash flows;

•our stage of development and current business conditions and projections affecting our business, including the introduction of new products and services;

•the likelihood of achieving a liquidity event for the shares of common stock underlying these stock options, such as an initial public offering or sale of our company, in light of prevailing market conditions;

•any adjustment necessary to recognize a lack of a liquid trading market for our common stock;

•the market performance of comparable publicly traded companies; and

•the overall U.S. economic, regulatory and capital market conditions.

In valuing our common stock, our board of directors determined the equity value of our business using various valuation methods including market and income approaches with input from management.

The market approaches we used prior to the Direct Listing were the Guideline Public Company Method and the Guideline Transaction Method. The Guideline Public Company Method estimated our equity value by applying a representative market value multiple from comparable companies to our financial forecasts. The Guideline Transaction Method estimated our equity value by using pricing multiples derived from sales of companies with similar characteristics to us. Under the income approach,

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a Discounted Cash Flow, or DCF, model was used, where net cash flows attributable to our business and an assumed terminal value were discounted to present value using a discount rate, based on our estimated weighted average cost of capital that reflected the risks inherent in the cash flows.

After determining our equity value, we then allocated the equity value to our classes of stock using either an Option Pricing Method, or OPM, or a hybrid of OPM and Probability Weighted Expected Return Method, or PWERM.

The OPM allocated values to each equity class by creating a series of call options on our equity value, with exercise prices based on the liquidation preferences, participation rights, and strike prices of the equity instruments. In determining the estimated fair value of our common stock, we considered the fact that our stockholders could not freely trade our common stock in the public markets. Accordingly, we also applied a discount for lack of marketability to the equity value.

Under the hybrid OPM and PWERM, the allocation was based on the likelihood of a near-term liquidity exit or an alternative exit scenario. For a near-term liquidity scenario, the allocation was based on the expected pricing and timing of the liquidity event. For the alternative exit scenario, an OPM with an appropriate time to liquidity was used to estimate the fair value of the share classes assuming the near-term liquidity scenario does not occur, with the resulting share values under each scenario weighted by management’s estimate of their respective probabilities. We also applied a discount for lack of marketability.

In valuing our common stock at various dates in 2019 through September 30, 2020, our board of directors determined the equity value of our business using the Guideline Public Company Method and the equity value was then allocated to our classes of stock using an OPM given the uncertainty with regards to the timing and type of future exit scenario.

In valuing our common stock as of December 31, 2020 and March 31, 2021, our board of directors determined the equity value of our business using the Guideline Public Company Method, the Guideline Transaction Method, and a DCF. The equity value was then allocated to our classes of stock using the hybrid OPM and PWERM based on management’s estimate of the likelihood of a near-term liquidity event or an alternative exit scenario.

Application of these approaches involves the use of estimates, judgment, and assumptions that are highly complex and subjective, such as those regarding our expected future revenue and costs, future cash flows, discount rates, market multiples, the selection of comparable companies, and the probability of possible future exit events. Changes in any or all of these estimates and assumptions or the relationships between those assumptions impact our valuations as of each valuation date and may have a material impact on the valuation of our common stock.

For stock awards granted after the completion of our Direct Listing on May 26, 2021, our board of directors determined the fair value of each share of underlying common stock based on the New York Stock Exchange, or NYSE, closing price on the date prior to the date of grant.

We have granted RSUs to certain of our employees and directors. RSUs granted prior to our Direct Listing vest upon the satisfaction of both a time-based service condition and a liquidity event requirement. The time-based service condition for these awards is generally satisfied over four years. The liquidity event requirement is satisfied upon the earliest to occur of a qualifying event, defined as a change of control transaction or after a set period of time following the effective date of our initial public offering pursuant to an effective registration statement under the Securities Act for the offer and sale of shares by ZipRecruiter. A direct listing in which we did not sell our equity securities would not have satisfied the liquidity event performance condition; however, on April 19, 2021, our board of directors waived the liquidity event performance condition for the 6.9 million RSUs then outstanding so those that had satisfied the service condition would vest upon the earlier of the first day of trading of our common stock on the NYSE, or March 15, 2022. As the satisfaction of the performance condition was not probable for accounting purposes prior to the waiver, the waiver of the liquidity event-based performance condition

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resulted in the remeasurement of the modified awards at fair value on the date of the waiver, which management estimated to be $25.04 per share or approximately $172.6 million.

Stock-based Compensation for Awards with a Market Condition

In April 2021, we granted an RSU award (the “CEO Performance Award”), which included service, market, and performance-based vesting conditions. The fair value of the award is determined using a Monte Carlo simulation model. The associated stock-based compensation expense is recorded over the requisite service period, using a graded attribution method. The requisite service period is the longer of the service period derived from the Monte Carlo simulation model and the explicit service period the CEO is required to remain employed to vest in the award. The market condition is satisfied upon achieving certain stock price targets for a period following the completion of our Direct Listing. The CEO Performance Award also contains an implied performance-based vesting condition as the CEO’s ability to earn the award was contingent upon the completion of the Direct Listing. Accordingly, no expense was recognized prior to the completion of our Direct Listing on May 26, 2021, as vesting was not considered probable for accounting purposes until the Direct Listing occurred. Provided that Ian Siegel continues to be the CEO of ZipRecruiter, stock-based compensation expense is recognized over the requisite service period, regardless of whether the stock price targets are achieved. If the stock price targets are met sooner than the derived service period, we will accelerate the recognition of stock-based compensation expense to reflect the cumulative expense associated with the vested shares.

Income Taxes

We account for income taxes in accordance with Accounting Standards Codification 740, Income Taxes. Current tax liabilities and assets are recognized for the estimated taxes payable or refundable, respectively, on the tax returns for the current year. Deferred tax assets and liabilities are determined based on differences between financial reporting and tax bases of assets and liabilities and are measured using the enacted tax rates and laws that will be in effect when the differences are expected to reverse.

We record valuation allowances against our deferred tax assets, when necessary. Realization of deferred tax assets is dependent upon future taxable earnings and is therefore uncertain. At least quarterly, we assess the likelihood that our deferred tax asset balance will be realized against future taxable income. To the extent we believe that realization is not likely, we establish a valuation allowance against our net deferred tax asset, which increases our income tax expense in the period when such determination is made. During the fourth quarter of 2020, based on the current earnings and forecasted taxable income, we determined that it was more likely than not that those assets will be realized. Accordingly, we released the valuation allowance of $40.0 million against our deferred tax assets. Although we incurred a current year pretax profit and maintain a recent history of cumulative earnings, during the year ended December 31, 2022, we recorded a valuation allowance of $12.7 million against the deferred tax asset associated with carried forward California Research and Development Credits as we believe that it is more likely than not that we will not generate sufficient California sourced taxable income in future years to utilize that deferred tax asset.

On a quarterly basis, we evaluate the probability a tax position will be effectively sustained, and the appropriateness of the amount recognized for uncertain tax positions based on factors including changes in facts or circumstances, changes in tax law, settled audit issues and new audit activity. Changes in our assessment may result in the recognition of a tax benefit or an additional charge to the tax provision in the period our assessment changes. We recognize interest and penalties related to income tax matters in income tax expense.

Investments

We maintain an investment portfolio of primarily highly rated debt securities and money market mutual funds to manage our excess cash reserves. Our primary objectives in investing our excess cash reserves are to preserve capital, provide sufficient liquidity to satisfy both operational cash flow

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requirements and potential strategic investment opportunities, and to obtain a reasonable or market rate of return on investments.

Our investments are all highly liquid and available for use in current operations, including those with maturity dates beyond one year, and therefore we classify these securities within current assets in our Consolidated Balance Sheets. We consider our highly liquid investments with original maturities of three months or less at the date of purchase to be cash equivalents. Investments not considered cash equivalents are classified as marketable securities in our Consolidated Balance Sheets.

We classify and account for our money market mutual funds which have readily determinable fair values as equity securities, and we carry such securities at fair value with unrealized gains and losses reported in other income, net in our Consolidated Statement of Operations. We classify and account for our debt securities as available-for-sale, and we carry such securities at fair value with unrealized gains and losses excluded from earnings and reported net of tax as a separate component of stockholders’ equity in accumulated other comprehensive loss until the security is sold or matures.

We determine any realized gains and losses on the sale of our available-for-sale debt securities using a specific identification method, and we record such gains and losses through other income, net in our Consolidated Statement of Operations.

If an available-for-sale debt security’s fair value declines below its amortized cost basis, we evaluate whether we intend to sell the security, or whether we more likely than not will be required to sell the security before the recovery of its amortized cost basis. If either condition is met, we record an impairment loss on the security through other income, net in our Consolidated Statement of Operations. If neither condition is met, we evaluate whether the decline is the result of credit-related factors, in which case we record the credit-related portion of the impairment loss through other income, net in our Consolidated Statement of Operations, and record the non-credit-related portion of the impairment loss, net of tax, through other comprehensive loss in the Consolidated Statement of Comprehensive Income.

Becoming a Large Accelerated Filer

Prior to December 31, 2022, we met the definition of an emerging growth company under the JOBS Act, which permitted us to take advantage of an extended transition period to comply with new or revised accounting standards applicable to public companies. We elected to use this extended transition period and as a result, our prior financial statements may not be comparable to companies that comply with new or revised accounting pronouncements applicable to public companies.

However, as of December 31, 2022, we meet the definition of a large accelerated filer under the Exchange Act, and no longer qualify as an emerging growth company. As a result, we now follow the timeline required for adopting new or revised accounting pronouncements applicable to public companies.

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Recent Accounting Pronouncements

See Note 2 – Basis of Presentation, Principles of Consolidation, and Summary of Significant Accounting Policies to the audited financial statements included in this report for more information.

FY 2021 10-K MD&A

SEC filing source: 0001617553-22-000012.

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Confidence: high. Filing date: 2022-03-03. Report date: 2021-12-31.

Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations

You should read the following discussion and analysis of our financial condition and results of operations together with the consolidated financial statements and the related notes included in Item 8 “Financial Statements and Supplementary Data” in this Annual Report on Form 10-K. Some of the information contained in this discussion and analysis or set forth elsewhere in this Annual Report on Form 10-K, including information with respect to our plans and strategy for our business, includes forward-looking statements that involve risks and uncertainties. You should read the sections titled “Risk Factors” and “Note Regarding Forward-Looking Statements” for a discussion of important factors that could cause actual results to differ materially from the results described in or implied by the forward-looking statements contained in the following discussion and analysis.

OVERVIEW

Our Mission is to actively connect people to their next great opportunity.

ZipRecruiter is a two-sided marketplace for work. We generate substantially all of our revenue from fees paid by employers to post jobs and access other features in our marketplace. We offer our employers flat rate pricing on terms typically ranging from a day to a year, or performance-based pricing, such as cost-per-click, to align with each employer’s hiring needs.

ZipRecruiter is free to use for job seekers. Job seekers come to ZipRecruiter in search of their next opportunity. After establishing a profile, job seekers are able to apply to jobs with a single click. Our automated recruiter curates jobs and proactively sends alerts for new opportunities where they are a Great Match, which is a designation assigned by ZipRecruiter’s technology to indicate a high potential fit between a job seeker and a job. As our matching technology learns more about job seekers’ preferences and attributes, our technology offers increasingly higher quality matches.

We plan to continue to invest aggressively in our marketplace to drive growth for the foreseeable future. We have made significant investments in our business to expand our employer and job seeker footprints, increase their engagement and enhance our datasets and machine learning.

For the year ended December 31, 2021, our revenue was $741.1 million and we generated net income of $3.6 million and Adjusted EBITDA of $108.3 million. For the year ended December 31, 2020, our revenue was $418.1 million, and we generated net income of $86.0 million and Adjusted EBITDA of $80.1 million. Adjusted EBITDA is a financial measure not presented in accordance with GAAP. For a definition of Adjusted EBITDA, an explanation of our management’s use of this measure and a reconciliation of net income (loss) to Adjusted EBITDA, see the section titled “Key Operating Metrics and Non-GAAP Financial Measures.”

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KEY OPERATING METRICS AND NON-GAAP FINANCIAL MEASURES

In addition to the measures presented in our consolidated financial statements, we use the following key operating metrics and non-GAAP financial measures to identify trends affecting our business, formulate business plans, and make strategic decisions:

March 31, 2020June 30, 2020September 30, 2020December 31, 2020March 31, 2021June 30, 2021September 30, 2021December 31, 2021
Quarterly Paid Employers98,45676,86789,81089,636114,705169,191169,535147,081
Revenue per Paid Employer$1,151$1,140$1,145$1,276$1,093$1,081$1,254$1,497
Year Ended December 31,
20212020
(in thousands, except percentages)
Adjusted EBITDA$108,329$80,133
Adjusted EBITDA margin15%19%

Quarterly Paid Employers

We quantify the revenue-generating customer base as the number of Paid Employers in our marketplace. The Quarterly Paid Employer metric includes all actively recruiting employers (or entities acting on behalf of employers) on a paying subscription plan or performance marketing campaign for at least one day in a given calendar quarter. Paid Employers excludes employers from our third-party sites or other indirect channels, employers who are not actively recruiting and employers on free-trials. This group of employers excluded from our Paid Employer count does not contribute a significant amount of revenue.

In the year ended December 31, 2021, Quarterly Paid Employers increased when compared to the year ended December 31, 2020. The elevated levels of hiring activity we saw throughout the year ended December 31, 2021 were driven by the strong demand from U.S. employers entering and returning to our marketplace, and a robust and recovering economy. The longstanding investments in building our brand among employers and sales and marketing efforts contributed to a record number of Paid Employers participating in our marketplace during 2021.

Revenue per Paid Employer

We evaluate Revenue per Paid Employer as a key indicator of our efforts to increase value provided to employers in our marketplace. We define Revenue per Paid Employer as total company revenue in a given period divided by Quarterly Paid Employers in the same period.

In the year ended December 31, 2021, Revenue per Paid Employer increased by 17% when compared to the year ended December 31, 2020. We experienced a large influx of new and reactivated Paid Employers during the first and second quarters of 2021. Periods in which we have a large influx of new and reactivated Paid Employers generally result in downward pressure on Revenue per Paid Employer as these Paid Employers only contribute revenue for a portion of such a quarter. As these Paid Employers use our marketplace and see positive results, many will choose to list more job postings in our marketplace. Paid Employers also increasingly use enhancement products and services to increase their job postings’ visibility and reach, generating additional revenue for ZipRecruiter.

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Adjusted EBITDA and Adjusted EBITDA Margin

We define Adjusted EBITDA as our net income (loss) before total other (income) expense, net, income tax expense (benefit), and depreciation and amortization, adjusted to eliminate stock-based compensation expense. Adjusted EBITDA margin is calculated by dividing Adjusted EBITDA for a period by revenue for the same period.

We believe Adjusted EBITDA and Adjusted EBITDA margin are helpful to investors, analysts and other interested parties because they can assist in providing a more consistent and comparable overview of our operations across our historical financial periods. In addition, these measures are frequently used by analysts, investors and other interested parties to evaluate and assess performance. Adjusted EBITDA is not intended to be a substitute for any U.S. GAAP financial measure and, as calculated, may not be comparable to other similarly titled measures of performance of other companies in other industries or within the same industry.

Our Adjusted EBITDA and Adjusted EBITDA margin fluctuate from quarter to quarter depending on a variety of factors including, but not limited to, our investments in research and development, sales and marketing, headcount and our ability to generate revenue.

The following table presents a reconciliation of net income to Adjusted EBITDA for each of the periods indicated:

Year Ended December 31,
20212020
(in thousands)
GAAP net income (1)$3,600$86,048
Stock-based compensation107,2585,752
Depreciation and amortization9,4639,949
Total other expense, net88495
Income tax benefit(12,876)(21,711)
Adjusted EBITDA$108,329$80,133

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(1)GAAP net income includes one-time general and administrative expenses related to financial advisory services, accounting and legal expenses, the bonus earned by our Chief Executive Officer, and other filing costs in connection with the direct listing of our Class A common stock on the New York Stock Exchange, or Direct Listing, totaling $34.0 million and $0 in the years ended December 31, 2021 and 2020, respectively.

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The following tables present GAAP net income margin and Adjusted EBITDA margin for each of the periods indicated:

Year Ended December 31,
20212020
(in thousands, except percentages)
Revenue$741,141$418,142
Net income3,60086,048
GAAP net income margin%21%
Year Ended December 31,
20212020
(in thousands, except percentages)
Revenue$741,141$418,142
Adjusted EBITDA108,32980,133
Adjusted EBITDA margin15%19%

FACTORS AFFECTING OUR PERFORMANCE

We believe that the growth and future success of our business depends on many factors. While each of these factors presents significant opportunities for our business, they also pose important challenges that we must successfully address in order to sustain our growth, improve our results of operations and maintain or increase profitability.

Attract More Employers

Our ability to maintain and grow an expansive universe of employers and job opportunities in our marketplace is critical to our business’s future. We acquire new employers primarily through marketing programs and our sales teams.

Our ability to cost effectively attract both employers and job seekers is critical to our success. Given that our marketplace remains free for job seekers, employers’ spending funds our continued investment in matching technology. The majority of our marketing efforts to date have been toward reaching employers. Our investment over the last several years in employer-specific marketing has driven a significant increase in brand awareness. Our aided brand awareness among employers has grown to over 80% as of January 2022. We believe scaling our brand has a positive impact on our ability to attract both employers and job seekers to our marketplace. We plan to continue to invest in the sales and marketing channels that we believe will drive further brand awareness and preference amongst both employers and job seekers. We are focused on the effectiveness of our sales and marketing spend and will continue to be disciplined in how we measure and re-invest in growing both sides of our marketplace.

Most of the employers in our marketplace use our self-serve tools to gain access to our marketplace and do not require a salesperson to help them initially onboard and begin using ZipRecruiter. Other employers have more sophisticated needs or require greater assistance from our sales team. As a result, despite our expectation that our sales team will continue to use technology to become more efficient over time, we expect to grow our sales team significantly over several years in order to be able to cover every business that requires individualized assistance with their hiring needs.

Create More Value for Employers

While our marketplace serves a wide variety of employers, all employers benefit from finding the right candidate quickly. We actively measure when an employer rates a Great Match candidate with a “thumbs

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up” as a means of monitoring our matching quality. Despite a tight labor market, we delivered 55% more Great Match applications who received a “thumbs up” from employers in the year ended December 31, 2021 compared to the year ended December 31, 2020.

Average Monthly Revenue per Paid Employer by Employer Cohort Start Year

Satisfied employers continue to expand their relationship with us in terms of additional jobs and tenure in our marketplace. Those with recurring hiring needs remain active in our marketplace over time and tend to increase their spend each year, posting additional jobs and purchasing job enhancement products. We saw increased Revenue per Paid Employer across every annual Cohort (Paid Employers acquired during a particular year) in 2021. For example, Average Monthly Revenue per Paid Employer in our 2020 Cohort grew from $378 to nearly $800, an 111% increase compared to the prior year.

Additionally, we have seen an increase in Year 1 Average Monthly Revenue per Paid Employer in each calendar year shown above, which we believe is attributable to improvements in our marketplace over the years and our customers willing to spend more with us. Year 1 Average Monthly Revenue per Paid Employer among our 2021 Cohort is nearly 4 times that of the 2015 Cohort.

Attract More Job Seekers

For job seekers, we operate like a personal recruiter, presenting potential candidates to employers before they have applied. Phil, our AI-powered personal recruiter, engages job seekers on their journey and provides technology that makes their job search and application process more efficient. Our ability to cost effectively grow the number of job seekers and increase their engagement in our marketplace is critical to strengthen our marketplace. We compete for job seekers on many fronts, including our ability to surface unique and attractive jobs, our ability to simplify the hiring process, the transparent feedback job seekers receive on the status of their applications and our trusted brand. We believe our offering to job seekers compares favorably versus alternatives due to the combination of our large and unique set of jobs to choose from, plus our proven matching technology that continues to get smarter over time. In 2021 alone we engaged with over 35 million Active Job Seekers. Historically, we have largely focused our marketing spend on employers, and despite being the highest rated job seeker app on iOS and Android3, we are not yet the most well-known. In 2021, we began investing in media campaigns focused on job seeker acquisition and engagement. We are focused on becoming top of mind for job seekers by increasing our brand awareness.

3 Based on job seeker app ratings, Jan 2021 to Jan 2022 from AppFollow for ZipRecruiter, CareerBuilder, Glassdoor, Indeed, LinkedIn, and Monster.

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We will continue to invest in growing the number of job seekers in our marketplace that are either actively or passively open to evaluating new opportunities through a variety of acquisition strategies.

Investments in Technology

The technology that drives high quality matches between our job seekers and employers remains a significant investment priority. We are continuously improving our data science models, leveraging the billions of interactions taking place in our marketplace to drive meaningful improvements in the quality of matches we share with our users. Our continued improvement of the technology underpinning our marketplace and product experience is paramount to our user experience, driving our ability to attract and retain employers and job seekers, improve the rate at which we make Great Matches and generate revenue. As such, we will continue to invest in our technology to continue to evolve our marketplace to provide improved experiences and impact for both employers and job seekers.

We have invested in research and development to improve our matching technology and deliver a high-quality experience to employers and job seekers. In 2021 and 2020, we spent $110.5 million and $69.4 million, or 15% and 17% of total revenue, respectively, on research and development. We believe the return on these investments will create operating leverage over time while continuing to drive top-line growth.

Seasonality

Our business is seasonal, reflecting typical behavior in hiring markets. Hiring activity tends to decelerate in the fourth quarter. In 2019, for example, sequential revenue growth was 13% and 4% for the quarters ended June 30 and September 30, respectively. Sequential growth decelerated to 0% in the quarter ended December 31, 2019.

The COVID-19 pandemic interrupted the patterns we typically see in our quarterly seasonality. In 2020, we experienced a decrease in sequential revenue of 23% in the quarter ended June 30, 2020 as a result of the pandemic, but saw consecutive quarters of revenue growth of 17% and 11% in the third and fourth quarters of 2020, respectively, as employers started to return to and join our marketplace. In 2021, we saw sequential revenue growth in each quarter. However, growth from third to fourth quarter decelerated to 4%, reflecting more typical seasonal patterns.

Impact of COVID-19

COVID-19 has had, and continues to have, a significant impact on the U.S. economy and hiring. The economic recovery during the twelve months of 2021 has driven a significant and broadly distributed increase in demand for labor. In the year ended December 31, 2021, we delivered $741.1 million in revenue, a 77% increase compared to the year ended December 31, 2020, reflecting strong execution across product, marketing and operations, and the continuation of an economic recovery. We saw employers in our marketplace increase by 64% in the quarter ended December 31, 2021 versus the quarter ended December 31, 2020 as macroeconomic conditions improved and we increased our sales and marketing investments to aid in bringing on more Paid Employers.

Components of Our Results of Operations

Revenue

We generate revenue primarily from fees paid by employers to post and distribute jobs in our marketplace, as well as multiple sites managed by Job Distribution Partners, which are third-party sites who have a relationship with us and advertise from our marketplace, and include job boards, newspaper classifieds, search engines, social networks, talent communities and resume services.

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Our subscription revenue consists of time-based job posting plans, upsells which complement or expand visibility and prominence to job posting plans and resume database plans.

We offer job posting plans with terms typically ranging from a day to a year on a flat rate subscription basis to access our marketplace, where customers may create and manage job postings and review incoming candidate applications. We recognize revenue ratably over the subscription period beginning on the date the subscription service is made available to the customer. Our nonrefundable subscriptions are typically subject to renewal at the end of the subscription term.

Our upsell services complement or expand visibility to job posting plans and are typically sold on a subscription basis. Upsell services revenue is recognized ratably over the term of the agreement beginning on the date the upsell services are made available to the customer. Additionally, upsell services include job posting enhancements which are applied to individual job postings to provide customers with a temporary boost in the prominence of their job postings. Revenue from job posting enhancements is recognized as the customer uses the enhancements on its job postings.

Resume database plans allow our customers to search and view resumes and revenue is recognized ratably over the subscription period.

Performance-based revenue is recognized when a candidate clicks on or applies to a job distributed by ZipRecruiter on behalf of a customer. For performance-based revenue, our customers pay an amount per click or per job application usually capped at a contractual maximum per job recruitment campaign.

For a description of our revenue accounting policies, see the section titled “Critical Accounting Policies and Estimates” below.

Cost of Revenue and Gross Profit

Cost of Revenue

Cost of revenue consists of third-party hosting, credit card processing fees, personnel related costs (including salaries, bonuses, benefits, and stock-based compensation) for customer support employees, partner revenue share amounts, job distribution costs from performance-based revenue, and amortization of capitalized software costs associated with our marketplace technology to provide services for our customers. In addition, we allocate a portion of overhead costs, such as rent, IT costs, supplies and depreciation and amortization, to cost of revenue based on headcount.

We expect cost of revenue to increase in absolute dollars in future periods due to payment processing fees, third-party hosting fees, personnel related costs to support additional transaction volume, and amortization expense associated with our capitalized internal-use software and development cost. Our cost of revenue may fluctuate in absolute dollars from period to period based on the amount and timing of all of these items.

Gross Profit and Gross Margin

Our gross profit and gross margin may fluctuate from period to period. Such fluctuations may be influenced by our revenue, timing and amount of investments to expand hosting capacity, our continued investments in our support teams, and the amortization expense associated with our capitalized internal-use software and development cost.

Costs and Operating Expenses

Sales and Marketing

Sales and marketing expense consists of personnel related costs (including salaries, sales commissions, bonuses, benefits, and stock-based compensation) for our sales and marketing employees, marketing activities, and related allocated overhead costs. Marketing activities include advertising, online

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lead generation, customer and industry events, and candidate acquisition. We allocate a portion of overhead costs, such as rent, IT costs, supplies and depreciation and amortization, to sales and marketing expense based on headcount.

We expect that sales and marketing expenses will increase on an absolute dollar basis and may vary from period to period as a percentage of revenue for the foreseeable future as we plan to continue to invest in sales and marketing to attract both employers and job seekers to our marketplace and to increase our brand awareness. We expect that these expenses will continue to be our largest operating expense category for the foreseeable future as we continue to expand on our sales and marketing efforts.

Research and Development

Research and development expense consists of personnel related costs (including salaries, bonuses, benefits, and stock-based compensation) for our research and development employees, amortization of capitalized software costs associated with the development of the databases supporting our marketplace, and the cost of certain third-party service providers. We allocate a portion of overhead costs, such as rent, IT costs, supplies, and depreciation and amortization, to research and development expense based on headcount. Research and development costs, other than software development costs qualifying for capitalization, are expensed as incurred.

We believe continued investments in research and development are important to attain our strategic objectives, and expect research and development expense to increase in absolute dollars. This expense may vary as a percentage of total revenue for the foreseeable future as we continue to invest in research and development activities related to ongoing improvements to, and maintenance of, our marketplace, expansion of our services, as well as other research and development programs, including the hiring of engineering, product development, and design employees to support these efforts.

General and Administrative

General and administrative expense consists of personnel related costs (including salaries, bonuses, benefits, and stock-based compensation) for employees in our executive, finance, human resource and administrative departments, and fees for third-party professional services, including consulting, legal and accounting services. General and administrative expense also consists of non-recurring costs as part of our transition to a publicly traded company and includes fees paid to our financial advisors in connection with our Direct Listing. In addition, we allocate a portion of overhead costs, such as rent, IT costs, supplies, and depreciation and amortization, to general and administrative expense based on headcount.

We expect to continue to invest in corporate infrastructure and incur additional expenses associated with transitioning to and operating as a public company, including expenses related to compliance and reporting obligations pursuant to the rules and regulations of the SEC, and higher expenses for investor relations costs, professional services, and director and officer insurance.

Interest Expense

Interest expense consists of interest costs associated with our outstanding borrowings, undrawn fees associated with our credit facility, payment-in-kind interest on our convertible notes with related parties, and amortization of issuance costs for our credit facility. Our convertible notes with related parties converted into shares of common stock in connection with the Direct Listing in May 2021.

Sublease Income

Sublease income consists of income earned from a noncancellable sublease agreement for one of our office facilities. The agreement terminated in March 2021.

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Other Income (Expense), Net

Other income (expense) consists primarily of gains and losses from foreign currency exchange transactions. We have foreign currency exposure primarily related to personnel related expenses that are denominated in currencies other than the U.S. Dollar, principally the Canadian Dollar, British Pound and the Israeli New Shekel.

Income Tax Expense (Benefit)

We are subject to federal and state income taxes in the United States. For the year ended December 31, 2020, our effective tax rate of (34)% differed from the U.S. federal statutory tax rate of 21% primarily due to the release of a valuation allowance previously maintained against net U.S. federal and state deferred tax assets. As a result of our earnings in 2020 and forecasted taxable income, we released our valuation allowance against our net deferred tax assets, which resulted in an income tax benefit for 2020. For the year ended December 31, 2021, our effective tax rate of 139% differed from the U.S. federal statutory tax rate of 21% primarily due to excess tax benefits relating to the exercise of stock-based compensation, partially offset by other permanent items such as our Direct Listing costs and officer compensation limitations.

Results of Operations

A discussion regarding our financial condition and results of operations for fiscal year 2021 compared to fiscal year 2020 is presented below. A discussion regarding our financial condition and results of operations for fiscal year 2020 compared to fiscal year 2019 can be found in “Management’s Discussion and Analysis of Financial Condition and Results of Operations” within our prospectus filed on May 26, 2021 pursuant to Rule 424(b)(4) dated May 14, 2021, under the Securities Act relating to the Registration Statement on Form S-1, as amended (File No. 333-255488), which is available free of charge on the SEC’s website at http://www.sec.gov.

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The following table sets forth our consolidated results of operations for each of the periods presented:

Year Ended December 31,
20212020
(in thousands)
Revenue(1)$741,141$418,142
Cost of revenue(2)79,61454,163
Gross profit661,527363,979
Operating expenses
Sales and marketing(2)410,665191,141
Research and development(2)110,47069,408
General and administrative(2)(3)148,78438,998
Total operating expenses669,919299,547
Income (loss) from operations(8,392)64,432
Other income (expense)
Interest expense(916)(1,037)
Sublease income1511,051
Other income (expense), net(119)(109)
Total other income (expense), net(884)(95)
Income (loss) before income taxes(9,276)64,337
Income tax expense (benefit)(12,876)(21,711)
Net income$3,600$86,048

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(1)Revenue is comprised as follows:

Year Ended December 31,
20212020
(in thousands)
Subscription revenue$600,090$346,781
Performance-based revenue141,05171,361
Total revenue$741,141$418,142

(2)Includes stock-based compensation expense as follows:

Year Ended December 31,
20212020
(in thousands)
Cost of revenue$1,093$73
Sales and marketing17,865704
Research and development34,2303,050
General and administrative54,0701,925
Total stock-based compensation$107,258$5,752

(3)Includes one-time charges related to financial advisory services, accounting and legal expenses, the bonus earned by our Chief Executive Officer, and other filing costs in connection with our Direct Listing totaling $34.0 million and $0 in the years ended December 31, 2021 and 2020, respectively.

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Comparison of the Years Ended December 31, 2021 and 2020

Revenue

Year Ended December 31,
20212020$ Change% Change
(in thousands, except percentages)
Total revenue$741,141$418,142$322,99977%

Revenue increased $323.0 million, or 77%, for the year ended December 31, 2021 compared to the year ended December 31, 2020. Subscription revenue increased by $253.3 million, or 73%, while performance-based revenue increased $69.7 million, or 98%, for the same period. The increase in subscription revenue was primarily due to the number of Quarterly Paid Employers in our marketplace as we ramped up our marketing spend and the macroeconomic environment continued to improve from the economic downturn caused by the COVID pandemic. The increase in performance-based revenue was primarily due to the onboarding of new customers who run sophisticated recruitment marketing campaigns in addition to increased budgets as employers' hiring needs ramped up as the economy continued to recover.

Cost of Revenue and Gross Margin

Year Ended December 31,
20212020$ Change% Change
(in thousands, except percentages)
Cost of revenue$79,614$54,163$25,45147%
Gross margin89%87%

Cost of revenue increased $25.5 million, or 47%, for the year ended December 31, 2021 compared to the year ended December 31, 2020, primarily due to an increase of $8.9 million in job distribution costs from performance-based revenue, an increase of $7.0 million in credit card processing fees and an increase of $6.0 million in partner revenue share amounts. Total gross margin improved from 87% to 89% in the years ended December 31, 2020 and December 31, 2021, respectively, and reflects our continued commitment to operational efficiencies and maintaining costs proportionate to revenue growth.

Sales and Marketing

Year Ended December 31,
20212020$ Change% Change
(in thousands, except percentages)
Sales and marketing$410,665$191,141$219,524115%
Percentage of revenue55%46%

Sales and marketing expenses grew $219.5 million, or 115%, for the year ended December 31, 2021 compared to the year ended December 31, 2020. The increase was primarily due to an additional $182.3 million in marketing and advertising versus the prior-year period. Personnel related costs for our sales and marketing employees increased by $20.0 million, largely due to an increase in headcount. Stock-based compensation costs increased $17.2 million, primarily attributable to our RSUs which vested as a result of our board of directors’ waiver of the liquidity event-based vesting condition during the second quarter of 2021, in addition to the ongoing stock-based compensation expense related to our RSU awards over the remaining service period.

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Research and Development

Year Ended December 31,
20212020$ Change% Change
(in thousands, except percentages)
Research and development$110,470$69,408$41,06259%
Percentage of revenue15%17%

Research and development expenses increased $41.1 million, or 59%, for the year ended December 31, 2021 compared to the year ended December 31, 2020 primarily due to an increase in stock-based compensation of $31.0 million mostly attributable to our RSUs which vested as a result of our board of directors’ waiver of the liquidity event-based vesting condition during the second quarter of 2021, in addition to the ongoing stock-based compensation expense related to our RSU awards over the remaining service period. Personnel related costs for our research and development employees increased by $8.7 million, primarily attributable to an increase in headcount.

General and Administrative

Year Ended December 31,
20212020$ Change% Change
(in thousands, except percentages)
General and administrative$148,784$38,998$109,786282%
Percentage of revenue20%9%

General and administrative expenses increased $109.8 million, or 282%, for the year ended December 31, 2021 compared to the year ended December 31, 2020 primarily due to an increase in stock-based compensation of $47.9 million attributable to our RSUs which vested as a result of our board of directors’ waiver of the liquidity event-based vesting condition during the second quarter of 2021, in addition to the ongoing stock-based compensation expense related to the vesting of RSU awards that was not applicable in the prior-year period, and to a lesser extent, the increase also related to the $4.2 million of stock-based compensation expense in the current period related to the modification of RSUs and options granted to a former executive. Additionally, we incurred non-recurring fees for legal, accounting, and other costs related to the Direct Listing for the year ended December 31, 2021 totaling $24.0 million, of which $19.4 million was paid to our financial advisors. An additional $10.0 million bonus was paid to our CEO in connection with the Direct Listing. An overall increase in general professional consulting fees, directors’ and officers’ insurance and general investor marketing fees totaling $3.5 million was incurred as part of the transition to becoming a public company. Furthermore, we recorded a non-income tax expense of $8.7 million in the year ended December 31, 2021. We record non-income taxes that may result from examinations by, or any anticipated negotiated agreements with, tax authorities when a loss is probable and reasonably estimable. Lastly, personnel related expenses for our general and administrative employees increased by $5.2 million, primarily attributable to an increase in headcount.

Other Income (Expense), Net

Year Ended December 31,
20212020$ Change% Change
(in thousands, except percentages)
Other income (expense), net$(884)$(95)$(789)831%

There were immaterial fluctuations in other income (expense) for the year ended December 31, 2021 compared to the year ended December 31, 2020.

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Income Tax Expense (Benefit)

Year Ended December 31,
20212020$ Change% Change
(in thousands, except percentages)
Income tax expense (benefit)$(12,876)$(21,711)$8,835(41)%
Effective tax rate139%(34)%

For the year ended December 31, 2021, our tax benefit reduced by $8.8 million as compared to the year ended December 31, 2020. Our effective tax rate in December 31, 2021 and 2020 was 139% and (34)%, respectively. Our effective tax rate for the year ended December 31, 2021 differed from the U.S federal statutory rate of 21% primarily due to excess tax benefits relating to the exercise of stock-based compensation, partially offset by permanent book-tax differences such as limitations on the deductibility of executive compensation and one time expenses related to our Direct Listing. Our effective tax rate for the year ended December 31, 2020 differed from the U.S federal statutory rate of 21% primarily due the one-time release of a valuation allowance against deferred tax assets.

Liquidity and Capital Resources

As of December 31, 2021, we had cash totaling $254.6 million and $244.2 million available in unused borrowing capacity under our Current Revolving Line (as defined below). We have financed our operations and capital expenditures primarily through cash generated from operations, sales of shares of common and preferred stock and from bank loans and convertible notes. As of December 31, 2021, we had no amounts outstanding under our Current Revolving Line.

Subsequent to December 31, 2021, in January 2022, we completed the previously announced private offering of $550.0 million aggregate principal amount of Senior Notes due 2030, or the Notes. The Notes mature on January 15, 2030 and bear interest at a rate of 5% per year. We intend to use the net proceeds from the offering for general corporate purposes, which may include capital expenditures, investments, and working capital. We believe that these funds will further enhance our financial flexibility and liquidity. The Notes are described in more detail in Note 16 “Subsequent Events” to our consolidated financial statements in this Annual Report on Form 10-K.

We believe our existing cash, cash flow from operations, and amounts available for borrowing under our Current Revolving Line will be sufficient to meet our working capital requirements for at least the next twelve months. To the extent existing cash, cash from operations, and amounts available for borrowing are insufficient to fund future activities, we may need to raise additional funds. In the future, we may attempt to raise additional capital through the sale of equity securities or through equity-linked or debt financing arrangements. If we raise additional funds by issuing equity or equity-linked securities, the ownership of our existing stockholders will be diluted. If we raise additional financing by the incurrence of additional indebtedness, we may be subject to increased fixed payment obligations and could also be subject to additional restrictive covenants, such as limitations on our ability to incur additional debt, and other operating restrictions that could adversely impact our ability to conduct our business. Any future indebtedness we incur may result in terms that could be unfavorable to equity investors. There can be no assurances that we will be able to raise additional capital. The inability to raise capital could adversely affect our ability to achieve our business objectives.

Prior Revolving Credit Facility

We previously entered into a loan and security agreement with a financial institution that provided for a revolving credit facility, or the Prior Revolving Line. Our Prior Revolving Line terminated on April 30, 2021 when we entered into a new credit facility as described below.

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Current Revolving Credit Facility

In April 2021, we entered into a Credit Agreement with a syndicate of banks, or the Credit Agreement. The Credit Agreement provides for a $250.0 million revolving credit facility, or the Current Revolving Line, and has a maturity date of April 30, 2026. The amount available under the Current Revolving Line is reduced by letters of credit outstanding, which totaled $5.8 million as of December 31, 2021. The letters of credit outstanding relate to various leased office spaces.

The Current Revolving Line bears interest at a rate based upon our Net Leverage Ratio. Our Net Leverage Ratio is defined as total debt less total cash and permitted investments outstanding at period end, with a maximum total cash and permitted investments adjustment of $100.0 million, divided by the trailing twelve month of earnings, adjusted for items such as non-cash expenses and other nonrecurring transactions. We are also obligated to pay other customary fees for a credit facility of this size and type, including a commitment fee on a quarterly basis based on amounts committed but unused under the revolving credit facility at a rate between 0.25% to 0.35%, based upon our Net Leverage Ratio.

The Current Revolving Line is collateralized by security interests in substantially all of our assets. The Current Revolving Line includes customary events of default that include, among other things, non-payment of principal, interest or fees, inaccuracy of representations and warranties, violation of certain covenants, cross default to certain other indebtedness, bankruptcy and insolvency events, material judgments against us, and a change of control. The occurrence of an event of default could result in the acceleration of the obligations under the Credit Agreement.

The Credit Agreement contains customary representations, warranties, affirmative covenants, such as financial statement reporting requirements, negative covenants, and financial covenants, such as maintenance of certain net leverage ratio requirements, applicable to us. The negative covenants include restrictions that, among other things, restrict our and our subsidiaries’ ability to incur liens and indebtedness, make certain investments, declare dividends, dispose of, transfer or sell assets, make stock repurchases and consummate certain other matters, all subject to certain exceptions.

On November 19, 2021, we entered into an amendment to the Credit Agreement with a syndicate of banks and the lenders named therein, to amend certain other provisions under the Credit Agreement relating to how letters of credit denominated in currencies other than U.S. Dollars are valued under the Credit Agreement.

We have no amounts outstanding under the Current Revolving Line and are in compliance with our debt covenants as of December 31, 2021.

On January 10, 2022, we entered into a second amendment to the Credit Agreement, or the Second Amendment, with a syndicate of banks and the lenders named therein. The Second Amendment increases the maximum amount of liquidity (including cash and permitted investments) that may be netted against our total indebtedness from $100.0 million to $550.0 million for purposes of calculating our total net leverage ratio under the Credit Agreement.

Convertible Notes with Related Parties

In June 2020, we issued subordinated secured convertible promissory notes, or the Convertible Notes, to related parties who were then holders of our Redeemable Convertible Preferred Stock. The Convertible Notes totaled $25.0 million and had a maturity date of June 22, 2023. In May 2021, the Convertible Notes converted into shares of common stock in connection with the Direct Listing and were no longer outstanding as of December 31, 2021.

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Cash Flows

The following table summarizes our cash flows for the periods presented (in thousands):

Year Ended December 31,
20212020
Net cash provided by operating activities$144,136$88,013
Net cash used in investing activities(13,336)(7,373)
Net cash provided by (used in) financing activities9,282(1,630)
Net increase in cash$140,082$79,010

Operating Activities

The primary source of operating cash inflows is cash collected from our customers for our services. Our primary uses of cash from operating activities are for personnel related expenditures, marketing costs and third-party costs incurred to support our marketplace.

For the year ended December 31, 2021, cash provided by operating activities was $144.1 million resulting from our net income of $3.6 million, adjusted by non-cash charges of $109.2 million and a net increase of $31.4 million in our operating assets and liabilities. The non-cash charges primarily resulted from $107.3 million for stock-based compensation expense, $9.5 million pertaining to amortization of intangible assets and depreciation, and $5.4 million pertaining to non-cash lease expense, partially offset by $14.9 million related to the change in our deferred tax assets primarily driven by current year pretax losses and the tax related impact of stock-based compensation. The increase in our operating assets and liabilities was primarily driven by an increase of $56.6 million in our accrued expenses and other liabilities and accounts payable as we increased our marketing spend during the year ended December 31, 2021, partially offset by an increase of $22.4 million in our accounts receivable associated with an increase in revenue due to the number of Quarterly Paid Employers compared to the prior year.

For the year ended December 31, 2020, cash provided by operating activities was $88.0 million resulting from our net income of $86.0 million, adjusted by non-cash charges of $1.9 million and a net decrease of $0.1 million in our operating assets and liabilities. The non-cash charges primarily resulted from $9.9 million pertaining to amortization of intangible assets and depreciation, $5.8 million for stock-based compensation expense, $5.6 million pertaining to non-cash lease expense, and $3.2 million related to provision for bad debts, partially offset by $22.9 million related to the change of our deferred tax assets driven by the release of our domestic valuation allowance.

Investing Activities

For the year ended December 31, 2021, cash used in investing activities was $13.3 million resulting from an increase of $7.3 million related to capitalized software development costs and an increase in capital expenditures of $6.1 million primarily related to leasehold improvements for one of our operating leases.

For the year ended December 31, 2020, cash used in investing activities was $7.4 million resulting from an increase in capitalized software development costs of $6.0 million and an increase in capital expenditures of $1.4 million to purchase property and equipment.

Financing Activities

For the year ended December 31, 2021, cash provided by financing activities was $9.3 million which consisted of $18.5 million of proceeds from the exercise of stock options partially offset by $5.2 million for the net settlement of taxes on restricted stock units, $2.8 million for the repurchase of common stock, and $1.3 million for the payment of the issuance costs related to our new credit facility.

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For the year ended December 31, 2020, cash used in financing activities was $1.6 million, which primarily consisted of $19.0 million for the repurchase of common stock from some of the founders, and $10.0 million of net repayment on our term loan, partially offset by net proceeds of $25.0 million in proceeds from our convertible notes with related parties, and $2.4 million of proceeds from the exercise of stock options.

Obligations and Other Commitments

See Note 11 of the audited consolidated financial statements and related notes included in this Annual Report on Form 10-K for our future minimum commitments related to certain software service agreements. Through December 31, 2021, we did not have any relationships with unconsolidated organizations or financial partnerships, such as structured finance or special purpose entities that have been established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.

Critical Accounting Policies and Estimates

Critical accounting policies and estimates are both the most important to the portrayal of our net assets and results of operations and require difficult, subjective, or complex judgments. We often need to make estimates about the effect of matters that are inherently uncertain and these estimates are developed based on historical experience and various other assumptions that we believe to be reasonable under the circumstances.

Critical accounting estimates are accounting estimates where the nature of the estimates are material due to the levels of subjectivity and judgment necessary to account for highly uncertain matters or the susceptibility of such matters to change and the impact of the estimates on financial condition or operating performance is material.

The critical accounting policies and estimates, assumptions, and judgments that we believe have the most significant impact on our consolidated financial statements are described below.

Revenue Recognition

We derive our revenue primarily from fees for subscription services and performance-based job posting activities. Revenue is recognized when control of the promised goods or services is transferred to our customers, in an amount that reflects the consideration we expect to be entitled to in exchange for those goods or services.

We determine revenue recognition through the following steps:

•Identification of the contract, or contracts, with a customer

•Identification of all performance obligations in the contract

•Determination of the transaction price

•Allocation of the transaction price to the performance obligations in the contract

•Recognition of revenue when, or as, the performance obligation or obligations are satisfied

We identify enforceable revenue contracts when the terms are agreed to by the customer. Some of our contracts with customers contain multiple performance obligations. For these contracts, we account for performance obligations separately if they are distinct. The transaction price is allocated to the separate performance obligations on a relative standalone selling price basis. We determine the standalone selling prices based on our overall pricing objectives, taking into consideration market

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conditions and other factors, including the value of our contracts, the products sold, and the number and types of users within our contracts.

Revenue is recognized as performance obligations are satisfied and is presented net of sales allowances.

We derive our revenues from the following sources:

Subscription Revenue

Subscription revenue consists of time-based job posting plans, upsells which complement or expand visibility and prominence to job posting plans, and resume database plans. Plans are priced at a flat rate based on plan size and depending on the length of the term. Customer contracts are typically subject to renewal at the end of the subscription term and are nonrefundable.

Time-based job posting plans: Job posting plans provide customers access to cloud-based software services, where they may create job postings that are posted to our marketplace in addition to numerous other job sites or partner networks with job seeker communities. Customers may also access our software to review job applications and manage job postings. We recognize revenue from job posting plans ratably over the term of the agreement beginning on the date the subscription service is made available to the customer. Once a customer requests a cancellation of their subscription, the open job postings are closed at the end of the term; however, the customer may still access the software to review past job postings or prior applications received under a separate upsell subscription. Job posting plans are billed in advance of the subscription period, which typically ranges from one to twelve months, except for daily subscription plans, which are billed in arrears based on how many days the customer uses the services.

Upsell services: Additional features to complement or expand visibility to job posting plans may be purchased as an upsell service. For these services, we bill the customers in advance and recognize revenue ratably over the term of the agreement beginning on the date the upsell services are made available to the customer, which typically ranges from one to twelve months.

Upsell services also include job posting enhancements which are applied to individual job postings, and provide customers with a temporary boost in the prominence of their open jobs. Individual job posting enhancements may be purchased by a customer when needed, or in recurring monthly prepaid bundles to complement their job posting subscription plan, and are billed in advance of use. Typically these prepaid bundles can be used over a period ranging from one to twelve months. Revenue from job posting enhancements is recognized as the customer uses the enhancement on their job postings. Unused prepaid job enhancements are not refundable, and we recognize revenue for the estimated portion of prepaid job enhancements that are expected to expire unused, or breakage, based on estimates considering historical breakage levels for similarly sized customers and upsell plans. Breakage is recognized as revenue in proportion to the pattern of actual usage by customers.

Resume database plans: Access to our resume database is purchased on a subscription basis and allows a customer to search for and view resumes. Resume database plans are priced based on how many resumes the customer would like to view in a month and may be purchased independent of, or in addition to, a job posting plan. Resume database plans are billed in advance of the subscription period, which typically ranges from one to twelve months. Revenue is recognized ratably over the subscription period.

Performance-based Revenue

Performance-based revenue consists of customers who pay on a per click by job applicant or per job application basis for the job postings customers wish to distribute through our software. Customers pay an amount per click or per application that is usually capped at a contractual maximum per recruitment campaign, with campaigns typically lasting from one to three months. Customers on this pricing model do not have access to our applicant tracking software for subscription customers though they may purchase

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resume database subscription plans separately. Customers that use a performance-based revenue plan are typically companies with consistent hiring needs and sophisticated recruitment campaigns where they manage incoming applications and job postings on their own ATSs.

Performance-based revenue is typically billed monthly, in arrears, and revenue is recognized as job applicants click on or apply to the distributed job postings, up to the contractual maximum per recruitment campaign.

Sales Allowance

We establish a sales allowance to estimate refunds and credits that we may grant to customers in the future for cancellations of subscriptions and concessions to customers who are not satisfied with services received. While subscriptions are noncancelable once the contract term has commenced, we may at times allow customers who miss their cancellation window prior to an autorenewal to cancel their contract, and we may issue refunds or credits to maintain overall customer satisfaction. The sales allowance is estimated by considering historical results and trends and is accounted for as a reduction to revenue or deferred revenue for contracts where payments are received upfront and revenue is recognized over time.

Stock-Based Compensation

Compensation expense related to stock-based awards is measured and recognized in the financial statements based on the fair value of the awards granted. The fair value of each option award and employee stock purchase right associated with its employee share purchase program (ESPP) is estimated on the grant date using the Black-Scholes option-pricing model. We have elected to treat stock-based awards with graded vesting schedules and time-based service conditions as a single award and recognize stock-based compensation expense on a straight-line basis over the requisite service period.

For awards that contain both performance and service vesting conditions, the grant date fair value is recognized as compensation expense using a graded vesting attribution model. No expense is recognized for awards with performance conditions until the performance condition is probable of being met.

The Black-Scholes option pricing model requires us to make certain assumptions including:

Fair Value of our Common Stock. See the section titled “—Determination of the Fair Value of Common Stock on Grant Dates” below.

Expected Term. Given that we do not have sufficient exercise history to develop reasonable expectations about future exercise patterns and post-vesting employment termination behavior, we determine the expected term for our “plain vanilla” stock options using the simplified method, which is calculated as the midpoint of the stock option vesting term and the expiration date of the stock option. For stock options that contain a performance condition, we are using the contractual term as the expected term as those awards were only granted to nonemployees.

Expected Volatility. Because our common stock has limited trading history, we estimate the expected volatility of the awards from the historical volatility of selected public companies that represent similar but alternative investment opportunities to an investment in us. Characteristics considered in identifying guideline public companies include similarity in size, lines of business, market capitalization, revenue and financial leverage. We determined the expected volatility assumption using the frequency of daily historical prices of comparable public company common stock for a period equal to the expected term of the option. We periodically assess the comparable companies and other relevant factors used to measure expected volatility for stock option grants.

Risk-free Rate. The risk-free interest rate assumption is based upon observed interest rates on the U.S. government securities appropriate for the expected term of our employee stock options.

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Dividend Yield. The dividend yield assumption is based on our history and expectation of dividend payouts. We have never declared nor paid any cash dividends on our common stock, and we do not anticipate paying any cash dividends in the foreseeable future.

The determination of stock-based compensation is inherently uncertain and subjective and involves the application of valuation models and assumptions requiring the use of judgment. If we had made different assumptions, our stock-based compensation expense and our results of operations for the years ended December 31, 2021, 2020, and 2019 may have been significantly different.

Determination of the Fair Value of Common Stock on Grant Dates

Prior to the completion of our Direct Listing on May 26, 2021, our common stock was not publicly traded, and therefore, our board of directors exercised significant judgment in determining the fair value of our common stock on the date of each stock-based grant, with input from management and the assistance from an independent third-party valuation firm based on several objective and subjective factors. The valuations of our common stock were determined in accordance with the guidelines outlined in the American Institute of Certified Public Accountants Practice Aid, Valuation of Privately-Held-Company Equity Securities Issued as Compensation. In determining the fair market value of our common stock prior to the Direct Listing, the board of directors considered the following:

•the prices of our redeemable convertible preferred stock sold to outside investors in arms-length transactions;

•the rights, preferences and privileges of our redeemable convertible preferred stock relative to our common stock;

•our operating and financial performance;

•the present value of our anticipated future cash flows;

•our stage of development and current business conditions and projections affecting our business, including the introduction of new products and services;

•the likelihood of achieving a liquidity event for the shares of common stock underlying these stock options, such as an initial public offering or sale of our company, in light of prevailing market conditions;

•any adjustment necessary to recognize a lack of a liquid trading market for our common stock;

•the market performance of comparable publicly traded companies; and

•the overall U.S. economic, regulatory and capital market conditions.

In valuing our common stock, our board of directors determined the equity value of our business using various valuation methods including market and income approaches with input from management.

The market approaches we used prior to the Direct Listing were the Guideline Public Company Method and the Guideline Transaction Method. The Guideline Public Company Method estimated our equity value by applying a representative market value multiple from comparable companies to our financial forecasts. The Guideline Transaction Method estimated our equity value by using pricing multiples derived from sales of companies with similar characteristics to us. Under the income approach, a Discounted Cash Flow, or DCF, model was used, where net cash flows attributable to our business and an assumed terminal value were discounted to present value using a discount rate, based on our estimated weighted average cost of capital that reflected the risks inherent in the cash flows.

After determining our equity value, we then allocated the equity value to our classes of stock using either an Option Pricing Method, or OPM, or a hybrid of OPM and Probability Weighted Expected Return Method, or PWERM.

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The OPM allocated values to each equity class by creating a series of call options on our equity value, with exercise prices based on the liquidation preferences, participation rights, and strike prices of the equity instruments. In determining the estimated fair value of our common stock, we considered the fact that our stockholders could not freely trade our common stock in the public markets. Accordingly, we also applied a discount for lack of marketability to the equity value.

Under the hybrid OPM and PWERM, the allocation was based on the likelihood of a near-term liquidity exit or an alternative exit scenario. For a near-term liquidity scenario, the allocation was based on the expected pricing and timing of the liquidity event. For the alternative exit scenario, an OPM with an appropriate time to liquidity was used to estimate the fair value of the share classes assuming the near-term liquidity scenario does not occur, with the resulting share values under each scenario weighted by management’s estimate of their respective probabilities. We also applied a discount for lack of marketability.

In valuing our common stock at various dates in 2019 through September 30, 2020, our board of directors determined the equity value of our business using the Guideline Public Company Method and the equity value was then allocated to our classes of stock using an OPM given the uncertainty with regards to the timing and type of future exit scenario.

In valuing our common stock as of December 31, 2020 and March 31, 2021, our board of directors determined the equity value of our business using the Guideline Public Company Method, the Guideline Transaction Method, and a DCF. The equity value was then allocated to our classes of stock using the hybrid OPM and PWERM based on management’s estimate of the likelihood of a near-term liquidity event or an alternative exit scenario.

Application of these approaches involves the use of estimates, judgment, and assumptions that are highly complex and subjective, such as those regarding our expected future revenue and costs, future cash flows, discount rates, market multiples, the selection of comparable companies, and the probability of possible future exit events. Changes in any or all of these estimates and assumptions or the relationships between those assumptions impact our valuations as of each valuation date and may have a material impact on the valuation of our common stock.

For stock awards granted after the completion of our Direct Listing on May 26, 2021, our board of directors determined the fair value of each share of underlying common stock based on the New York Stock Exchange, or NYSE, closing price on the date prior to the date of grant.

We have granted RSUs to certain of our employees and directors. The granted RSUs vest upon the satisfaction of both a time-based service condition and a liquidity event requirement. The time-based service condition for these awards is generally satisfied over four years. The liquidity event requirement is satisfied upon the earliest to occur of a qualifying event, defined as a change of control transaction or after a set period of time following the effective date of our initial public offering pursuant to an effective registration statement under the Securities Act for the offer and sale of shares by ZipRecruiter. A direct listing in which we did not sell our equity securities would not have satisfied the liquidity event performance condition; however, on April 19, 2021, our board of directors waived the liquidity event performance condition for the 6.9 million RSUs then outstanding so those that had satisfied the service condition would vest upon the earlier of the first day of trading of our common stock on the NYSE, or March 15, 2022. As the satisfaction of the performance condition was not probable for accounting purposes prior to the waiver, the waiver of the liquidity event-based performance condition resulted in the remeasurement of the modified awards at fair value on the date of the waiver, which management estimated to be $25.04 per share or approximately $172.6 million.

Stock-based Compensation for Awards with a Market Condition

In April 2021, we granted an RSU award (the “CEO Performance Award”), which included service, market, and performance-based vesting conditions. The fair value of the award is determined using a Monte Carlo simulation model. The associated stock-based compensation expense is recorded over the

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requisite service period, using a graded attribution method. The requisite service period is the longer of the service period derived from the Monte Carlo simulation model and the explicit service period the CEO is required to remain employed to vest in the award. The market condition is satisfied upon achieving certain stock price targets for a period following the completion of our Direct Listing. The CEO Performance Award also contains an implied performance-based vesting condition as the CEO’s ability to earn the award was contingent upon the completion of the Direct Listing. Accordingly, no expense was recognized prior to the completion of our Direct Listing on May 26, 2021, as vesting was not considered probable for accounting purposes until the Direct Listing occurred. Provided that Ian Siegel continues to be the CEO of ZipRecruiter, stock-based compensation expense is recognized over the requisite service period, regardless of whether the stock price targets are achieved. If the stock price targets are met sooner than the derived service period, we will accelerate the recognition of stock-based compensation expense to reflect the cumulative expense associated with the vested shares.

Income Taxes

We account for income taxes in accordance with Accounting Standards Codification 740, Income Taxes. Current tax liabilities and assets are recognized for the estimated taxes payable or refundable, respectively, on the tax returns for the current year. Deferred tax assets and liabilities are determined based on differences between financial reporting and tax bases of assets and liabilities and are measured using the enacted tax rates and laws that will be in effect when the differences are expected to reverse.

We record valuation allowances against our deferred tax assets, when necessary. Realization of deferred tax assets (such as net operating loss carry-forwards) is dependent upon future taxable earnings and is therefore uncertain. At least quarterly, we assess the likelihood that our deferred tax asset balance will be realized against future taxable income. To the extent we believe that realization is not likely, we establish a valuation allowance against our net deferred tax asset, which increases our income tax expense in the period when such determination is made. During the fourth quarter of 2020, based on the current earnings and forecasted taxable income, we determined that it was more likely than not that those assets will be realized. Accordingly, we released the valuation allowance of $37.7 million against our deferred tax assets. Although we incurred a current year pretax loss due to various expenses associated with our Direct Listing, we have a recent history of cumulative earnings, and we expect to return to profitability in subsequent years to generate sufficient taxable income to utilize our deferred tax assets. Thus, no valuation allowance has been recorded as of the date of the Consolidated Balance Sheets.

On a quarterly basis, we evaluate the probability a tax position will be effectively sustained, and the appropriateness of the amount recognized for uncertain tax positions based on factors including changes in facts or circumstances, changes in tax law, settled audit issues and new audit activity. Changes in our assessment may result in the recognition of a tax benefit or an additional charge to the tax provision in the period our assessment changes. We recognize interest and penalties related to income tax matters in income tax expense.

JOBS Act Accounting Election

We meet the definition of an emerging growth company under the JOBS Act, which permits us to take advantage of an extended transition period to comply with new or revised accounting standards applicable to public companies. We have elected to use this extended transition period until we are no longer an emerging growth company or until we affirmatively and irrevocably opt out of the extended transition period. As a result, our consolidated financial statements may not be comparable to companies that comply with new or revised accounting pronouncements applicable to public companies.

Recent Accounting Pronouncements

See Note 2 of the notes to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K for more information.

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