Biggest changeFor the year ended December 31, 2022, other expense (income), net consisted primarily of a gain on reduction of our liability pursuant to the TRA of $83.3 million resulting from remeasuring of the non-current portion of liability to zero as of December 31, 2022 after we concluded that payments under the agreement are no longer probable, offset in part by charges related to the impairment of our cost method investment of $8.6 million. 59 Table of Contents Interest expense The following table presents our interest expense for the years ended December 31, 2023 and 2022, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2023 $ % Year ended December 31, 2022 Interest expense, net $ 15,315 6,070 65.7 % $ 9,245 Percentage of revenue 3.9 % 2.0 % The increase in interest expense for the year ended December 31, 2023, compared with the year ended December 31, 2022, was driven by an increase in the interest rate payable on amounts borrowed under the 2021 Credit Facilities, offset in part by the impact of lower outstanding balances in the current year period.
Biggest changeOther expense, net The following table presents our other expense, net for the years ended December 31, 2024 and 2023, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2024 $ % Year ended December 31, 2023 Other expense, net $ 4,872 3,093 173.9 % $ 1,779 Percentage of revenue 0.6 % 0.5 % The increase in other expense, net for the year ended December 31, 2024, compared with the year ended December 31, 2023, was driven primarily by a $7.0 million charge to increase the TRA liability as a result of remeasuring the non-current portion of the liability to the amount of payment under the agreement considered to be probable, offset in part by a one-time contract termination fee of $1.7 million received from one of our Supply Partners in the Health and Life insurance verticals that ceased operations during the year ended December 31, 2024, and by an impairment charge of $1.4 million during the year ended December 31, 2023 related to a cost method investment that did not recur in 2024.
Transaction Value Transaction Value from Open Marketplace transactions is a direct driver of our revenue, while Transaction Value from Private Marketplace transactions is an indirect driver of our revenue (see “Key business and operating metrics” below).
Transaction Value from Open Marketplace transactions is a direct driver of our revenue, while Transaction Value from Private Marketplace transactions is an indirect driver of our revenue (see “Key business and operating metrics” below).
In particular, our P&C insurance vertical is typically characterized by seasonal strength in our quarters ending March 31 due to a greater supply of Consumer Referrals and higher customer acquisition budgets during the start of the year, and to seasonal weakness in our quarters ending December 31 due to a lower supply of Consumer Referrals available on a cost-effective basis and lower customer acquisition budgets from some buyers during those quarters.
In particular, our P&C insurance vertical is typically characterized by seasonal strength in our quarters ending March 31 due to a greater supply of Consumer Referrals and higher customer acquisition budgets during the start of the year, and by seasonal weakness in our quarters ending December 31 due to a lower supply of Consumer Referrals available on a cost-effective basis and lower customer acquisition budgets from some buyers during those quarters.
Our business is seasonal and cyclical in nature and these trends, if continued for a long period of time, could impact the cash flows generated from operations, requiring us to draw on our available borrowing capacity under the 2021 Revolving Credit Facility or raise additional funds in the short term.
Our business is seasonal and cyclical in nature and these trends, if continued for a long period of time, could impact our cash flows generated from operations, requiring us to draw on our available borrowing capacity under the 2021 Revolving Credit Facility or raise additional funds in the short term.
During the second half of 2021, the auto insurance industry began to experience a cyclical downturn, as supply chain disruptions and cost increases caused by the pandemic and overall inflationary pressures contributed to higher-than-expected P&C insurance claims costs, which led many carriers to reduce their customer acquisition spending significantly to preserve their profitability.
During the second half of 2021, the auto insurance industry began to experience a cyclical downturn, as supply chain disruptions and cost increases caused by the pandemic and overall inflationary pressures contributed to higher-than-expected P&C insurance claims costs, which led many carriers to reduce their customer acquisition spending to preserve their profitability.
Our obligations under the 2021 Credit Facilities are guaranteed by QLH and secured by substantially all assets of QLH and QuoteLab, LLC. On June 8, 2023, the Company entered into a Second Amendment (the “Second Amendment”) to the Existing Credit Agreement, (as amended by the Second Amendment, the “Amended Credit Agreement”).
Our obligations under the 2021 Credit Facilities are guaranteed by QLH and secured by substantially all assets of QLH and QuoteLab, LLC. On June 8, 2023, QuoteLab, LLC and QLH entered into a Second Amendment (the “Second Amendment”) to the Existing Credit Agreement, (as amended by the Second Amendment, the “Amended Credit Agreement”).
Overview Our mission is to help insurance carriers and distributors target and acquire customers more efficiently and at greater scale through technology and data science. Our technology platform brings together leading insurance carriers and high-intent consumers through a real-time, programmatic, transparent, and results-driven ecosystem.
Overview Our mission is to help insurance carriers and distributors target and acquire consumers more efficiently and at greater scale through technology and data science. Our technology platform brings together leading insurance carriers and high-intent consumers through a real-time, programmatic, transparent, and results-driven ecosystem.
We have omitted discussion of 2021 results where it would be redundant to the discussion previously included in Part II, Item 7 "Management's Discussion and Analysis of Financial Condition and Results of Operations," of our Annual Report on Form 10-K for the year ended December 31, 2022, as filed with the Securities and Exchange Commission and is incorporated by reference, and should be referred to for information regarding this period.
We have omitted discussion of 2022 results where it would be redundant to the discussion previously included in Part II, Item 7 "Management's Discussion and Analysis of Financial Condition and Results of Operations," of our Annual Report on Form 10-K for the year ended December 31, 2023, as filed with the Securities and Exchange Commission and is incorporated by reference, and should be referred to for information regarding this period.
For the years ended December 31, 2023 and 2022, there were no impairments recognized for goodwill. Impairment of long-lived assets Long-lived assets such as property and equipment and finite lived intangible assets are reviewed for impairment whenever events or changes in circumstances indicate that the carrying amount of an asset group may not be recoverable.
For the years ended December 31, 2024 and 2023, there were no impairments recognized for goodwill. Impairment of long-lived assets Long-lived assets such as property and equipment and finite lived intangible assets are reviewed for impairment whenever events or changes in circumstances indicate that the carrying amount of an asset group may not be recoverable.
We believe it is useful to investors to assess the overall level of activity on our platform and to better understand the sources of our revenue across our different transaction models and verticals. 62 Table of Contents The following table presents Transaction Value by platform model for the years ended December 31, 2023 and 2022.
We believe it is useful to investors to assess the overall level of activity on our platform and to better understand the sources of our revenue across our different transaction models and verticals. 62 Table of Contents The following table presents Transaction Value by platform model for the years ended December 31, 2024 and 2023.
We continuously look to diversify our paid media sources to extend beyond search engine marketing, which has historically represented the bulk of our paid media spend, into other online media sources, such as native, social, and display advertising. Seasonality Our results are subject to fluctuations as a result of seasonality.
We continuously look to diversify our paid media sources to extend beyond search engine marketing, which has historically represented the bulk of our paid media spend, into other online media sources, including native, social, and display advertising. Seasonality Our results are subject to fluctuations as a result of seasonality.
The Second Amendment amends the Existing Credit Agreement, effective on the amendment date, to, among other things, replace the London Interbank Offered Rate (“LIBOR”) applicable to the 2021 Credit Facilities with the Secured Overnight Financing Rate (“SOFR”), with a credit spread adjustment of 0.10% per annum, as the interest rate benchmark.
The Second Amendment amended the Existing Credit Agreement, effective on the amendment date, to, among other things, replace the London Interbank Offered Rate (“LIBOR”) applicable to the 2021 Credit Facilities with the Secured Overnight Financing Rate (“SOFR”), with a credit spread adjustment of 0.10% per annum, as the interest rate benchmark.
Other factors affecting our partners’ businesses include macro factors such as credit availability in the market, the strength of the economy and employment levels. Cyclicality Our results are also subject to fluctuations as a result of business cycles experienced by companies in the insurance industry.
Other factors affecting our partners’ businesses include macro factors such as credit availability in the market, the strength of the economy and employment levels. Cyclicality Our results are also subject to fluctuations as a result of business cycles experienced by companies in the P&C insurance industry.
We recognize revenue pursuant to the framework contained in Accounting Standards Codification (“ASC”) 606, Revenue from Contracts with Customers (“ASC 606"), as issued by the Financial Accounting Standards Board (“FASB”): (i) identify the contract with a client; (ii) identify the performance obligations in the contract, including whether they are distinct in the context of the contract; (iii) determine the transaction 54 Table of Contents price, including the constraint on variable consideration; (iv) allocate the transaction price to the performance obligations in the contract; and (v) recognize revenue when we satisfy the performance obligations.
We recognize revenue pursuant to the framework contained in Accounting Standards Codification (“ASC”) 606, Revenue from Contracts with Customers (“ASC 606"), as issued by the Financial Accounting Standards Board (“FASB”): (i) identify the contract with a client; (ii) identify the performance obligations in the contract, including whether they are distinct in the context of the contract; (iii) determine the transaction price, including the constraint on variable consideration; (iv) allocate the transaction price to the performance obligations in the contract; and (v) recognize revenue when we satisfy the performance obligations.
Contribution and Contribution Margin We define “Contribution” as revenue less revenue share payments and online advertising costs, or, as reported in our consolidated statements of operations, revenue less cost of revenue (i.e., gross profit), as adjusted to exclude the following items from cost of revenue: equity-based compensation; salaries, wages, and related costs; internet and hosting costs; 61 Table of Contents amortization; depreciation; other services; and merchant-related fees.
Contribution and Contribution Margin We define “Contribution” as revenue less revenue share payments and online advertising costs, or, as reported in our consolidated statements of operations, revenue less cost of revenue (i.e., gross profit), as adjusted to exclude the following items from cost of revenue: equity-based compensation; salaries, wages, and related costs; internet and hosting costs; amortization; depreciation; other services; and merchant-related fees.
We believe the versatility and breadth of our offerings, coupled with our focus on high-quality products, provide significant value to insurance carriers and distributors, leading many of them to use our platform as their central hub for broadly managing digital customer 52 Table of Contents acquisition and monetization, resulting in strong retention rates.
We believe the versatility and breadth of our offerings, coupled with our focus on high-quality products, provide significant value to insurance carriers and distributors, leading many of them to use our platform as their central hub for broadly managing digital customer acquisition and monetization, resulting in strong retention rates.
These cycles in the auto insurance industry are characterized by periods of “soft” market conditions, when carriers are profitable and are focused on increasing capacity and building market share, and “hard” market conditions, when carriers are experiencing lower or even negative underwriting profits and are seeking to increase their premium rates to improve their profitability.
These cycles in the P&C insurance industry are characterized by periods of “soft” market conditions, when carriers are profitable and are focused on increasing capacity and building market share, and “hard” market conditions, when carriers are experiencing lower or even negative underwriting profits and are seeking to increase their premium rates to improve their profitability.
In addition the 2021 Term Loan Facility also requires mandatory prepayments of principal with any Excess Cash Flow (as defined in the Amended Credit Agreement) on an annual basis.
In addition the 2021 Term Loan Facility also requires mandatory prepayments of principal in the amount of any Excess Cash Flow (as defined in the Amended Credit Agreement) on an annual basis.
To the extent our estimate of future state apportionment changes and/or there are changes in tax law, this could significantly impact the amount required to be paid under the TRA.
To the extent our estimate of future state apportionment changes and/or there are changes in tax law, this could significantly impact the amounts required to be paid under the TRA.
We use the number of demand and supply partners on our platform to evaluate our current business performance and future business prospects. Liquidity and capital resources Overview Our principal sources of liquidity are our cash flow generated from operations and cash and funds available under the 2021 Revolving Credit Facility.
We use the number of Demand and Supply Partners on our platform to evaluate our current business performance and future business prospects. 63 Table of Contents Liquidity and capital resources Overview Our principal sources of liquidity are our cash flow generated from operations and cash and funds available under the 2021 Revolving Credit Facility.
Cost of revenue Our cost of revenue is comprised primarily of revenue share payments to suppliers and traffic acquisition costs paid to search engines and social media platforms, as well as telephony infrastructure costs, internet and hosting costs, and merchant fees, and includes salaries, wages, equity-based compensation, the cost of health and other employee benefits for employees engaged in media buying, and other expenses including allocated portion of rent and facilities expenses.
Cost of revenue Our cost of revenue is comprised primarily of revenue share payments to Supply Partners and traffic acquisition costs paid to search engines and social media platforms, as well as telephony infrastructure costs, internet and hosting costs, and merchant fees, and includes salaries, wages, equity-based compensation, the cost of health and other employee benefits for employees engaged in media buying, and other expenses including an allocated portion of rent and facilities expenses.
The following table reconciles Contribution with gross profit, the most directly comparable financial measure calculated and presented in accordance with GAAP, for the years ended December 31, 2023 and 2022.
The following table reconciles Contribution with gross profit, the most directly comparable financial measure calculated and presented in accordance with GAAP, for the years ended December 31, 2024 and 2023.
We do not promise to provide any other significant goods or services to our partners after delivery and generally do not offer a right of return. Costs and operating expenses Costs and operating expenses consist primarily of cost of revenue, sales and marketing expenses, product expenses and general and administrative expenses.
We do not promise to provide any other significant goods or services to our partners after delivery and generally do not offer a right of return. 55 Table of Contents Costs and operating expenses Costs and operating expenses consist primarily of cost of revenue, sales and marketing expenses, product expenses and general and administrative expenses.
Under this method, we determine deferred tax assets and liabilities on the basis of the differences between the consolidated financial statements and tax bases of assets and liabilities by using enacted tax rates in effect for the year in which the differences are 68 Table of Contents expected to reverse.
Under this method, we determine deferred tax assets and liabilities on the basis of the differences between the consolidated financial statements and tax bases of assets and liabilities by using enacted tax rates in effect for the year in which the differences are expected to reverse.
The excess 67 Table of Contents of the purchase price over the fair value of the identified assets and liabilities is recorded as goodwill. Operating results of the acquired entity are reflected in our consolidated financial statements from the date of acquisition.
The excess of the purchase price over the fair value of the identified assets and liabilities is recorded as goodwill. Operating results of the acquired entity are reflected in our consolidated financial statements from the date of acquisition.
These limitations include the fact that Adjusted EBITDA excludes interest expense on debt, income tax benefit (expense), equity-based compensation expense, depreciation and amortization, and certain other adjustments that we 60 Table of Contents consider to be useful to investors and others in understanding and evaluating our operating results.
These limitations include the fact that Adjusted EBITDA excludes interest expense on debt, income tax expense (benefit), equity-based compensation expense, depreciation and amortization, and certain other adjustments that we consider to be useful to investors and others in understanding and evaluating our operating results.
Our relationships with our partners are deep and long standing and involve most of the top-tier insurance carriers in the industry. In terms of buyers, during the year ended December 31, 2023, 15 of the top 20 largest auto insurance carriers by customer acquisition spend were on our platform.
Our relationships with our partners are deep and long standing and involve most of the top-tier insurance carriers in the industry. In terms of Demand Partners, during the year ended December 31, 2024, 15 of the top 20 largest auto insurance carriers by customer acquisition spend were on our platform.
The following table reconciles Adjusted EBITDA with net (loss), the most directly comparable financial measure calculated and presented in accordance with GAAP, for the years ended December 31, 2023 and 2022.
The following table reconciles Adjusted EBITDA with net income (loss), the most directly comparable financial measure calculated and presented in accordance with GAAP, for the years ended December 31, 2024 and 2023.
In such event, the Company would be required to make an immediate cash payment equal to the present value of the anticipated future tax benefits that are the subject of the TRA.
In such event, the Company would be required to make an immediate cash payment equal to the present value of the anticipated future tax benefits that are the subject of the TRA. 69 Table of Contents
As of December 31, 2023, we had no payments due pursuant to the TRA, as in conjunction with recording a valuation allowance on our deferred tax assets and projections of future taxable income we determined that we no longer consider the payments under the TRA to be probable, and so remeasured our liabilities pursuant to the TRA to be zero.
As of December 31, 2023, we had no payments due pursuant to the TRA, as in conjunction with recording a valuation allowance on our deferred tax assets and projections of future taxable income we determined that we do not consider the payments under the TRA to be probable for the foreseeable future, and so remeasured our liabilities pursuant to the TRA to be zero.
Generally, our contracts with buyers specify a period of time covered and a budget governing spend limits. While contracts can specify a term, most of our contracts can be terminated at any time without penalty upon 30- or 60-days’ notice.
Generally, our contracts with Demand Partners and Supply Partners specify a period of time covered and a budget governing spend limits. While contracts can specify a term, most of our contracts can be terminated at any time without penalty upon 30- or 60-days’ notice.
For the year ended December 31, 2023, 93% of total insurance Transaction Value executed on our platform came from demand partner relationships in existence during 2022. Our demand and supply partners Our success depends on our ability to retain and grow the number of demand and supply partners on our platform.
For the year ended December 31, 2024, 96% of total insurance Transaction Value executed on our platform came from Demand Partner relationships in existence during 2023. Our Demand and Supply Partners Our success depends on our ability to retain and grow the number of high-quality Demand and Supply Partners on our platform.
As our demand partners in these industries go through these market cycles, they often increase their customer acquisition spending during soft markets and reduce it during hard markets, causing their relative demand for Consumer Referrals from our platform to increase and decrease accordingly.
As our Demand Partners in the P&C insurance industry go through these market cycles, they often increase their customer acquisition spending during soft markets and reduce it during hard markets, causing their relative demand for Consumer Referrals from our platform to increase and decrease accordingly.
We believe we are the largest online customer acquisition platform in our core verticals of P&C insurance, health insurance, and life insurance, supporting $571 million in Transaction Value across our platform from these verticals in the year ended December 31, 2023. We have multi-faceted relationships with top-tier insurance carriers and distributors.
We believe we are the largest online customer acquisition platform in our core verticals of P&C insurance, health insurance, and life insurance, supporting $1.5 billion in Transaction Value across our platform from these verticals in the year ended December 31, 2024. We have multi-faceted relationships with top-tier insurance carriers and distributors.
In our Private Marketplace model, revenue recognized represents a platform fee billed to the demand partner or supply partner based on an agreed-upon percentage of the Transaction Value for the Consumer Referrals transacted, and accordingly there are no associated costs of revenue.
In our Private Marketplace model, revenue recognized represents a platform fee billed to the Demand Partner or Supply Partner based on an agreed-upon percentage of the Transaction Value for the Consumer Referrals transacted, and accordingly there are no associated costs of revenue. We utilize Transaction Value to assess the overall level of transaction activity through our platform.
The price and amount of Consumer Referrals purchased and sold on our platform vary based on a number of market conditions and consumer attributes, including (i) geographic location of consumers, (ii) demographic attributes of consumers, (iii) the source of Consumer Referrals and quality of conversion by source, (iv) buyer bid levels and (v) buyer demand and budgets.
The price and amount of Consumer Referrals purchased and sold on our platform vary based on a number of market conditions and consumer attributes, including (i) geographic location of consumers, (ii) demographic attributes of consumers, (iii) the source of Consumer Referrals and quality of conversion by source, (iv) the volume of Consumer Referrals provided by our Supply Partners, (v) Demand Partner bid levels and (vi) Demand Partner demand and budgets.
The 2021 Revolving Credit Facility does not require amortization of principal and will mature on July 29, 2026. As of December 31, 2023, we had $169.3 million of outstanding borrowings, net of deferred debt issuance costs of $1.7 million, under the 2021 Term Loan Facility, and $5.0 million of borrowings outstanding under the 2021 Revolving Credit Facility.
The 2021 Revolving Credit Facility does not require amortization of principal and will mature on July 29, 2026. As of December 31, 2024, we had $157.4 million of outstanding borrowings, net of deferred debt issuance costs of $1.0 million, under the 2021 Term Loan Facility, and $5.0 million of borrowings outstanding under the 2021 Revolving Credit Facility.
Our principal uses of cash include funding of our operations, interest payments, and mandatory principal payments on our long-term debt. As of December 31, 2023 and December 31, 2022, our cash and cash equivalents totaled $17.3 million and $14.5 million, respectively.
Our principal uses of cash include funding of our operations, interest payments, and mandatory principal payments on our long-term debt. As of December 31, 2024 and December 31, 2023, our cash and cash equivalents totaled $43.3 million and $17.3 million, respectively.
As of December 31, 2023, the aggregate principal amount outstanding under the 2021 Term Loan Facility was $171.0 million and our borrowing capacity available under the 2021 Revolving Credit Facility was $45.0 million.
As of December 31, 2024, the aggregate principal amount outstanding under the 2021 Term Loan Facility was $158.5 million and our borrowing capacity available under the 2021 Revolving Credit Facility was $45.0 million.
The decrease in other revenue for the year ended December 31, 2023, compared with the year ended December 31, 2022, was driven primarily by lower revenue from our travel vertical, as a significant increase in cost of acquisition for publishers reduced the supply of Consumer Referrals to our marketplaces.
The decrease in other revenue for the year ended December 31, 2024, compared with the year ended December 31, 2023, was driven primarily by lower revenue from our travel vertical, as a significant increase in traffic acquisition costs for our Supply Partners reduced the supply of Consumer Referrals to our marketplaces.
We believe that the auto insurance industry has been in a "hard” market since the second half of 2021, with many P&C insurance carriers experiencing lower than expected underwriting profitability due to higher than expected inflation in automobile claims costs, causing them to significantly reduce their customer acquisition spending on our platform.
Beginning in the second half of 2021, the P&C insurance industry entered a "hard” market, with many carriers experiencing lower than expected underwriting profitability due to higher than expected inflation in automobile claims costs, causing them to significantly reduce their customer acquisition spending on our platform.
We have developed multi-faceted, deeply integrated partnerships with insurance carriers and distributors, who may be both buyers and sellers on our platform.
We have developed multi-faceted, deeply integrated partnerships with insurance carriers and distributors, who may be both Demand Partners and Supply Partners on our platform.
Interest expense Interest expense consists primarily of interest expense associated with outstanding borrowings under our 2021 Credit Facilities and the amortization of deferred financing costs associated with these arrangements.
Interest expense Interest expense consists primarily of interest expense associated with outstanding borrowings under our 2021 Credit Facilities and the amortization of deferred financing costs associated with these arrangements. See “Liquidity and capital resources-Financing activities” below.
We generate revenue by earning a fee for each Consumer Referral sold on our platform. A transaction becomes payable upon a qualifying consumer action, such as a click, call or lead, and is generally not contingent on the sale of a product to the consumer. We believe our technology is a key differentiator and a powerful driver of our performance.
A transaction becomes payable upon a qualifying consumer action, such as a click, call or lead, and is generally not contingent on the sale of a product to the consumer. We believe our technology is a key differentiator and a powerful driver of our performance.
Investing activities Our investing activities consist primarily of purchases of property and equipment, acquisitions of intangible assets as part of business acquisitions, and investments. Cash flows used in investing activities were $0.1 million for the year ended December 31, 2023, compared with $49.8 million for the year ended December 31, 2022.
Investing activities Our investing activities consist primarily of purchases of property and equipment, purchases of intangible assets, and investments. Cash flows used in investing activities were $0.7 million for the year ended December 31, 2024, compared with $0.1 million for the year ended December 31, 2023.
Such business and operating metrics should not be considered in isolation from, or as an alternative to, measures presented in accordance with GAAP and should be considered together with other operating and financial performance measures presented in accordance with GAAP. Also, such business and operating metrics may not necessarily be comparable to similarly titled measures presented by other companies.
Such business and operating metrics should not be considered in isolation from, or as an alternative to, measures presented in accordance with GAAP and should be considered together with other operating and financial performance measures presented in accordance with GAAP.
Cash flows used in financing activities were $17.4 million for the year ended December 31, 2023, compared with $14.5 million for the year ended December 31, 2022.
Cash flows used in financing activities were $19.2 million for the year ended December 31, 2024, compared with $17.4 million for the year ended December 31, 2023.
The aggregate number of demand and supply partners active on our platform, excluding our agent buyers, was approximately 1,230 for the years ended December 31, 2023 and 2022, driven by increased engagement in our Health vertical. We retain and attract demand partners by finding high-quality sources of Consumer Referrals to make available to our demand partners.
The aggregate number of Demand and Supply Partners active on our platform, excluding our agent partners, was 53 Table of Contents approximately 1,230 for the years ended December 31, 2024 and 2023. We retain and attract Demand Partners by finding high-quality sources of Consumer Referrals to make available to our Demand Partners.
The amounts to be recorded for both the deferred tax assets and the liability for our obligations under the TRA are estimated at the time of any purchase or exchange as a reduction to stockholders’ equity, and the effects of changes in any of our estimates after this date will be included in net income (loss).
The amounts to be recorded for both the deferred tax assets and the liability for our obligations under the TRA are estimated at the time of any purchase or exchange as a reduction to stockholders’ equity, and subsequent changes to the measurement of liability due to the effects of changes in any of our estimates after this date are recognized within other expense, net in the consolidated statement of operations.
We account for income taxes under the asset and liability method, which requires the recognition of deferred tax assets and liabilities for the expected future tax consequences of events included in our consolidated financial statements.
Significant judgment is required in determining our provision or benefit for income taxes and in evaluating uncertain tax positions. We account for income taxes under the asset and liability method, which requires the recognition of deferred tax assets and liabilities for the expected future tax consequences of events included in our consolidated financial statements.
Consumer Referrals Our results depend in large part on the number of Consumer Referrals purchased on our platform. The aggregate number of consumer clicks, calls and leads purchased by insurance buyers on our platform increased to 98.8 million for the year ended December 31, 2023 from 90.4 million for the year ended December 31, 2022.
The aggregate number of consumer clicks, calls, and leads purchased by insurance buyers on our platform increased to 118.8 million for the year ended December 31, 2024 from 98.8 million for the year ended December 31, 2023.
Transaction Value on our platform declined to $593.4 million for the year ended December 31, 2023 from $737.5 million for the year ended December 31, 2022, due primarily to a decrease in customer acquisition spending by P&C insurance carriers in response to significant reductions in their underwriting profitability.
Transaction Value on our platform increased to $1.5 billion for the year ended December 31, 2024 from $593.4 million for the year ended December 31, 2023, due primarily to an increase in customer acquisition spending by P&C insurance carriers in response to improvements in their underwriting profitability.
During the year ended December 31, 2023, an average of 36.9 million consumers shopped for insurance products through the websites of our diversified group of supply partners and our proprietary websites each month, driving an average of 8.2 million Consumer Referrals on our platform each month.
During the year ended December 31, 2024, consumers shopped for insurance products through the websites of our diversified group of Supply Partners and our proprietary websites each month, driving an average of 9.9 million Consumer Referrals on our platform each month. We generate revenue by earning a fee for each Consumer Referral sold on our platform.
Income tax (benefit) expense The following table presents our income tax (benefit) expense for the years ended December 31, 2023 and 2022, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2023 $ % Year ended December 31, 2022 Income tax (benefit) expense $ (463) (103,368) n/m $ 102,905 Percentage of revenue (0.1) % 22.4 % For the year ended December 31, 2023, our income tax benefit of $0.5 million consisted primarily of the tax impacts of changes in our uncertain tax positions, as we recorded a valuation allowance against our current year losses.
Income tax expense (benefit) The following table presents our income tax expense (benefit) for the years ended December 31, 2024 and 2023, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2024 $ % Year ended December 31, 2023 Income tax expense (benefit) $ 1,384 1,847 n/m $ (463) Percentage of revenue 0.2 % (0.1) % For the year ended December 31, 2024, our income tax expense of $1.4 million consisted primarily of the tax impacts of changes in our valuation allowance and uncertain tax positions.
These changes have required, and may in the future require, both us and our Partners to adjust their telemarketing activities. While it is unclear how these changes may ultimately be implemented and/or interpreted, they may have a significant impact on the market for leads, and may require us and our Partners to modify our telemarketing practices and policies.
While it is unclear how some of these changes may ultimately be interpreted, they may have a significant impact on the market for leads, and may require us and our Partners to modify our telemarketing practices 54 Table of Contents and policies.
Year Ended December 31, 2023 2022 (in thousands) Property & Casualty insurance $ 277,552 $ 399,861 Percentage of total Transaction Value 46.8 % 54.2 % Health insurance 259,822 251,400 Percentage of total Transaction Value 43.8 % 34.1 % Life insurance 34,057 44,619 Percentage of total Transaction Value 5.7 % 6.0 % Other 22,007 41,634 Percentage of total Transaction Value 3.7 % 5.6 % Total Transaction Value $ 593,438 $ 737,514 Consumer Referrals We define “Consumer Referral” as any consumer click, call or lead purchased by a buyer on our platform.
Year Ended December 31, 2024 2023 (in thousands) Property & Casualty insurance $ 1,178,497 $ 277,552 Percentage of total Transaction Value 79.0 % 46.8 % Health insurance 270,285 259,822 Percentage of total Transaction Value 18.1 % 43.8 % Life insurance 30,662 34,057 Percentage of total Transaction Value 2.1 % 5.7 % Other 12,416 22,007 Percentage of total Transaction Value 0.8 % 3.7 % Total Transaction Value $ 1,491,860 $ 593,438 Consumer Referrals We define “Consumer Referral” as any consumer click, call or lead purchased by a buyer on our platform.
This increase in tax basis may also decrease gain (or increase loss) on future dispositions of certain assets to the extent tax basis is allocated to those assets. 66 Table of Contents In connection with the IPO, we entered into the Tax Receivables Agreement (“TRA”) with Insignia, the Senior Executives, and White Mountains related to the tax basis step-up of the assets of QLH and certain net operating losses of Intermediate Holdco.
In connection with the IPO, we entered into the Tax Receivables Agreement (“TRA”), as amended, with Insignia, the Senior Executives, and White Mountains related to the tax basis step-up of the assets of QLH and certain net operating losses of 66 Table of Contents Intermediate Holdco.
Year Ended December 31, (in thousands) 2023 2022 Revenue $ 388,149 $ 459,072 Less cost of revenue (321,437) (389,013) Gross profit $ 66,712 $ 70,059 Adjusted to exclude the following (as related to cost of revenue): Equity-based compensation 3,875 3,634 Salaries, wages, and related 3,682 3,556 Internet and hosting 579 496 Depreciation 38 41 Other expenses 692 720 Other services 2,491 2,171 Merchant-related fees 32 109 Contribution $ 78,101 $ 80,786 Gross Margin 17.2 % 15.3 % Contribution Margin 20.1 % 17.6 % Transaction Value We define “Transaction Value” as the total gross dollars transacted by our partners on our platform.
Year Ended December 31, (in thousands) 2024 2023 Revenue $ 864,704 $ 388,149 Less cost of revenue (721,131) (321,437) Gross profit $ 143,573 $ 66,712 Adjusted to exclude the following (as related to cost of revenue): Equity-based compensation 3,026 3,875 Salaries, wages, and related 3,387 3,682 Internet and hosting 570 579 Depreciation 21 38 Other expenses 796 692 Other services 2,737 2,491 Merchant-related fees 306 32 Contribution $ 154,416 $ 78,101 Gross Margin 16.6 % 17.2 % Contribution Margin 17.9 % 20.1 % Transaction Value We define “Transaction Value” as the total gross dollars transacted by our partners on our platform.
In our Open Marketplace model, Transaction Value is equal to revenue recognized and revenue share payments to our supply partners represent costs of revenue.
In our Open Marketplace model, revenue recognized represents the fees paid by our Demand Partners for Consumer Referrals sold and is equal to the Transaction Value and revenue share payments to our Supply Partners represent costs of revenue.
Business combinations We account for business acquisitions in accordance with ASC Topic 805 - Business Combinations , which requires us, among other things, to recognize the fair value of all the assets acquired and liabilities assumed; the recognition of acquisition-related costs in the consolidated statements of operations; and contingent purchase consideration to be recognized at their fair values on the acquisition date with subsequent adjustments recognized in the consolidated statements of operations.
Also, See Part II, Item 8 “Financial Statements and Supplementary Data - Note 2 to the Consolidated Financial Statements - Summary of significant accounting policies” of this Annual Report on Form 10-K. 67 Table of Contents Business combinations We account for business acquisitions in accordance with ASC Topic 805 - Business Combinations , which requires us, among other things, to recognize the fair value of all the assets acquired and liabilities assumed; the recognition of acquisition-related costs in the consolidated statements of operations; and contingent purchase consideration to be recognized at their fair values on the acquisition date with subsequent adjustments recognized in the consolidated statements of operations.
Financing activities Our financing activities consist primarily of proceeds from and repayments on our term debt facilities and revolving line of credit, payments of debt issue costs, and transactions related to our common stock.
The increase resulted primarily from the purchase of certain intangible assets during the year ended December 31, 2024. Financing activities Our financing activities consist primarily of proceeds from and repayments on our term debt facilities and revolving line of credit, payments of debt issue costs, and transactions related to our common stock.
We recognize revenue derived from Consumer Referrals when we transfer these Consumer Referrals to our buyers in an amount that reflects the consideration to which we are entitled.
We do not make any payments to Supply Partners in our Private Marketplace transactions. We recognize revenue derived from Consumer Referrals when we transfer these Consumer Referrals to our Demand Partners in an amount that reflects the consideration to which we are entitled.
To the extent that our current liquidity is insufficient to fund future activities or we do not remain in compliance with our financial covenants under the 2021 Credit Facilities, we may need to further reduce operating costs, negotiate amendments to or waivers of the terms of such credit facilities, refinance our debt, or raise additional capital.
To the extent that our current liquidity is insufficient to fund future activities or any amounts we agree to pay in settlement of the FTC's claims, or our financial results are below our expectations due to cyclical conditions in our primary vertical markets or other factors and we do not remain in compliance with our financial covenants under the 2021 Credit Facilities, we may need to take additional actions to reduce operating costs, negotiate amendments to or waivers of the terms of such credit facilities, refinance our debt, or raise additional capital.
In addition, the California Consumer Privacy Act ("CCPA"), became effective on January 1, 2020 and has been amended by the California Privacy Rights Act ("CPRA"), which became effective January 1, 2023, and a number of other states, including Colorado, Connecticut, Delaware, Florida, Indiana, Iowa, Montana, New Jersey, Oregon, Tennessee, Texas, Utah, Virginia, and Washington, have enacted or are considering similar laws, all of which may affect our business.
In addition, the California Consumer Privacy Act ("CCPA") became effective on January 1, 2020 and has been amended by the California Privacy Rights Act ("CPRA"), which became effective January 1, 2023, and more than 20 other states have enacted or are considering similar laws, all of which may affect our business.
As long as these secular trends persist, we expect digital insurance customer acquisition spending to continue to grow over time, and we believe we are well-positioned to benefit from this growth.
As long as these secular trends persist, we expect digital insurance customer acquisition spending to continue to grow over time, and we believe we are well-positioned to benefit from this growth. Transaction Value We define “Transaction Value” as the total gross dollars transacted by our partners on our platform.
We believe that our current sources of liquidity, which include cash flow generated from operations, cash and funds available under the 2021 Credit Facilities, will be sufficient to meet our projected operating and debt service requirements, and we expect that we will continue to comply with our financial covenants under the 2021 Credit Facilities, for at least the next twelve months.
We believe that our expected near-term revenue, cash on hand and availability to access cash available under the 2021 Credit Facilities will be sufficient to meet our projected operating and debt service requirements, and we expect that we will continue to comply with our financial covenants under the 2021 Credit Facilities, for at least the next twelve months.
In such cases, the carrying value of these assets are adjusted to their estimated fair values and assets held for sale are adjusted to their estimated fair values less selling expenses. For the years ended December 31, 2023 and 2022, there were no impairments recognized for long-lived assets.
In such cases, the carrying value of these assets are adjusted to their estimated fair values and assets held for sale are adjusted to their estimated fair values less selling expenses.
Contribution, which generally represents revenue less revenue share payments and online advertising costs, was $78.1 million for the year ended December 31, 2023, a year-over-year decline of 3.3%. Contribution Margin was 20.1%, compared with 17.6% in 2022.
Contribution, which generally represents revenue less revenue share payments and online advertising costs, was $154.4 million for the year ended December 31, 2024, a year-over-year increase of 97.7%, driven primarily by the higher revenue. Contribution Margin was 17.9% for the year ended December 31, 2024, compared with 20.1% for the year ended December 31, 2023.
Adjusted EBITDA We define “Adjusted EBITDA” as net income excluding interest expense, income tax benefit (expense), depreciation expense on property and equipment, amortization of intangible assets, as well as equity-based compensation expense and certain other adjustments as listed in the table below.
Also, such business and operating metrics may not necessarily be comparable to similarly titled measures presented by other companies. 60 Table of Contents Adjusted EBITDA We define “Adjusted EBITDA” as net income (loss) excluding interest expense, income tax expense (benefit), depreciation expense on property and equipment, amortization of intangible assets, as well as equity-based compensation expense and certain other adjustments as listed in the table below.
We generate revenue from the sale of consumer referrals from our demand partners and separately pay (i) a revenue share to suppliers or (ii) a fee to internet search companies to drive consumers to our proprietary websites. We are the principal in Open Marketplace transactions.
Supply Partners are not a party to the contractual arrangements with our Demand Partners, nor are the Supply Partners the beneficiaries of our Demand Partner agreements. We separately pay (i) a revenue share to Supply Partners or (ii) a fee to internet search companies to drive consumers to our proprietary websites. We are the principal in Open Marketplace transactions.
The decrease in health insurance revenue for the year ended December 31, 2023, compared with the year ended December 31, 2022, was driven primarily by a decrease in the supply of Consumer Referrals from our Medicare supply partners due to challenges in complying with recent changes in marketing regulations, offset in part by increased advertising spend from our under 65 health insurance partners.
The decrease in health insurance revenue for the year ended December 31, 2024, compared with the year ended December 31, 2023, was driven primarily by a decrease in the supply of Consumer Referrals from our Medicare Supply Partners due to one of our partners ceasing operations during the first half of the year, as well as reduced advertising spend from our under-65 health insurance partners.
Year Ended December 31, (in thousands) 2023 2022 Open Marketplace transactions $ 378,730 $ 445,950 Percentage of total Transaction Value 63.8 % 60.5 % Private Marketplace transactions $ 214,708 291,564 Percentage of total Transaction Value 36.2 % 39.5 % Total Transaction Value $ 593,438 $ 737,514 The following table presents Transaction Value by vertical for the years ended December 31, 2023 and 2022.
Year Ended December 31, (in thousands) 2024 2023 Open Marketplace transactions $ 841,604 $ 378,730 Percentage of total Transaction Value 56.4 % 63.8 % Private Marketplace transactions 650,256 214,708 Percentage of total Transaction Value 43.6 % 36.2 % Total Transaction Value $ 1,491,860 $ 593,438 The following table presents Transaction Value by vertical for the years ended December 31, 2024 and 2023.
Results of operations The following table sets forth our operating results in absolute dollars and as a percentage of revenue for the years ended December 31, 2023 and 2022: Year Ended December 31, 2023 2022 (in thousands) Revenue $ 388,149 100.0 % $ 459,072 100.0 % Costs and operating expenses Cost of revenue 321,437 82.8 % 389,013 84.7 % Sales and marketing 25,432 6.6 % 28,816 6.3 % Product development 18,458 4.8 % 21,077 4.6 % General and administrative 62,746 16.2 % 55,556 12.1 % Total costs and operating expenses 428,073 110.3 % 494,462 107.7 % (Loss) from operations (39,924) (10.3) % (35,390) (7.7) % Other expense (income), net 1,779 0.5 % (75,094) (16.4) % Interest expense 15,315 3.9 % 9,245 2.0 % Total other expense (income), net 17,094 4.4 % (65,849) (14.3) % (Loss) income before income taxes (57,018) (14.7) % 30,459 6.6 % Income tax (benefit) expense (463) (0.1) % 102,905 22.4 % Net (loss) $ (56,555) (14.6) % $ (72,446) (15.8) % Net (loss) attributable to non-controlling interest (16,135) (4.2) % (14,780) (3.2) % Net (loss) attributable to MediaAlpha, Inc. $ (40,420) (10.4) % $ (57,666) (12.6) % Net (loss) per share of Class A common stock -Basic and diluted $ (0.89) $ (1.37) Weighted average shares of Class A common stock outstanding -Basic and diluted 45,573,416 41,944,874 56 Table of Contents Revenue The following table presents our revenue, disaggregated by vertical, for the years ended December 31, 2023 and 2022, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2023 $ % Year ended December 31, 2022 Property & casualty insurance $ 164,234 (60,132) (26.8) % $ 224,366 Percentage of revenue 42.3 % 48.9 % Health insurance 186,275 (1,117) (0.6) % 187,392 Percentage of revenue 48.0 % 40.8 % Life insurance 24,287 (2,424) (9.1) % 26,711 Percentage of revenue 6.3 % 5.8 % Other 13,353 (7,250) (35.2) % 20,603 Percentage of revenue 3.4 % 4.5 % Revenue $ 388,149 (70,923) (15.4) % $ 459,072 The decrease in P&C insurance revenue for the year ended December 31, 2023, compared with the year ended December 31, 2022, was due primarily to a decrease in customer acquisition spending by P&C carriers in response to lower than expected underwriting profitability.
Results of operations The following table sets forth our operating results in absolute dollars and as a percentage of revenue for the years ended December 31, 2024 and 2023: Year Ended December 31, 2024 2023 (in thousands) Revenue $ 864,704 100.0 % $ 388,149 100.0 % Costs and operating expenses Cost of revenue 721,131 83.4 % 321,437 82.8 % Sales and marketing 24,725 2.9 % 25,432 6.6 % Product development 19,764 2.3 % 18,458 4.8 % General and administrative 56,359 6.5 % 62,746 16.2 % Total costs and operating expenses 821,979 95.1 % 428,073 110.3 % Income (loss) from operations 42,725 4.9 % (39,924) (10.3) % Other expense, net 4,872 0.6 % 1,779 0.5 % Interest expense 14,351 1.7 % 15,315 3.9 % Total other expense, net 19,223 2.2 % 17,094 4.4 % Income (loss) before income taxes 23,502 2.7 % (57,018) (14.7) % Income tax expense (benefit) 1,384 0.2 % (463) (0.1) % Net income (loss) $ 22,118 2.6 % $ (56,555) (14.6) % Net income (loss) attributable to non-controlling interest 5,489 0.6 % (16,135) (4.2) % Net income (loss) attributable to MediaAlpha, Inc. $ 16,629 1.9 % $ (40,420) (10.4) % Net income (loss) per share of Class A common stock -Basic and diluted $ 0.31 $ (0.89) Weighted average shares of Class A common stock outstanding -Basic and diluted 53,043,576 45,573,416 Revenue The following table presents our revenue, disaggregated by vertical, for the years ended December 31, 2024 and 2023, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2024 $ % Year ended December 31, 2023 Property & casualty insurance $ 658,197 493,963 300.8 % $ 164,234 Percentage of revenue 76.1 % 42.3 % Health insurance 173,531 (12,744) (6.8) % 186,275 Percentage of revenue 20.1 % 48.0 % Life insurance 24,374 87 0.4 % 24,287 Percentage of revenue 2.8 % 6.3 % Other 8,602 (4,751) (35.6) % 13,353 Percentage of revenue 1.0 % 3.4 % Revenue $ 864,704 476,555 122.8 % $ 388,149 57 Table of Contents The increase in P&C insurance revenue for the year ended December 31, 2024, compared with the year ended December 31, 2023, was due primarily to an increase in customer acquisition spending by P&C carriers as insurance industry profitability improved throughout the year due to premium increases beginning to outpace loss cost inflation.
See “ Liquidity and capital resources-Financing activities” below. 55 Table of Contents Income tax expense (benefit) MediaAlpha, Inc. is taxed as a corporation and pays corporate federal, state and local taxes on income allocated to it from QLH based upon MediaAlpha, Inc.’s economic interest held in QLH.
Income tax expense (benefit) MediaAlpha, Inc. is taxed as a corporation and pays corporate federal, state and local taxes on income allocated to it from QLH based upon MediaAlpha, Inc.’s economic interest held in QLH. QLH is treated as a pass-through partnership for income tax reporting purposes and is not subject to federal income tax.
(8) Reduction in force costs for the year ended December 31, 2023 consist of $1.2 million of severance benefits provided to the terminated employees in connection with the RIF Plan. Additionally, equity-based compensation expense includes $0.3 million of charges related to the RIF Plan for the year ended December 31, 2023.
Additionally, equity-based compensation expense includes $0.3 million of charges related to the RIF Plan for the year ended December 31, 2023.
Year Ended December 31, (in thousands) 2023 2022 Net (loss) $ (56,555) $ (72,446) Equity-based compensation expense 53,321 58,472 Interest expense 15,315 9,245 Income tax (benefit) expense (463) 102,905 Depreciation expense on property and equipment 353 392 Amortization of intangible assets 6,917 5,755 Transaction expenses (1) 641 636 SOX implementation costs (2) — 110 Fair value adjustment to contingent consideration (3) — (7,007) Impairment of cost method investment 1,406 8,594 Changes in TRA related liability (4) 6 (83,832) Changes in Tax Indemnification Receivable (5) 639 (58) Settlement of federal and state income tax refunds (6) 5 92 Legal expenses (7) 4,303 — Reduction in force costs (8) 1,233 — Adjusted EBITDA $ 27,121 $ 22,858 (1) Transaction expenses for the year ended December 31, 2023 consist of $0.6 million of legal and accounting fees incurred by us in connection with the amendment to the 2021 Credit Facilities, the tender offer filed by the Company's largest shareholder in May 2023, and a resale registration statement filed with the SEC.
Year Ended December 31, (in thousands) 2024 2023 Net income (loss) $ 22,118 $ (56,555) Equity-based compensation expense 34,083 53,321 Interest expense 14,351 15,315 Income tax expense (benefit) 1,384 (463) Depreciation expense on property and equipment 252 353 Amortization of intangible assets 6,430 6,917 Transaction expenses (1) 1,172 641 Impairment of cost method investment — 1,406 Contract Settlement (2) (1,725) — Changes in TRA related liability (3) 7,006 6 Changes in Tax Indemnification Receivable (52) 639 Settlement of federal and state income tax refunds — 5 Legal expenses (4) 11,092 4,303 Reduction in force costs (5) — 1,233 Adjusted EBITDA $ 96,111 $ 27,121 (1) Transaction expenses for the year ended December 31, 2024 consist of $1.2 million of legal and accounting fees incurred by us in connection with resale registration statements filed with the SEC.
Sales and marketing The following table presents our sales and marketing expenses for the years ended December 31, 2023 and 2022 and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2023 $ % Year ended December 31, 2022 Sales and marketing $ 25,432 (3,384) (11.7) % $ 28,816 Percentage of revenue 6.6 % 6.3 % The decrease in sales and marketing expenses for the year ended December 31, 2023, compared with the year ended December 31, 2022, was driven primarily by a decrease in equity-based compensation expense of $1.8 million and a decrease in other personnel-related costs of $2.1 million, which were related to lower employee headcount resulting primarily from the reduction in force plan implemented by us in May 2023 (RIF Plan), offset in part by an increase in amortization expense of $0.9 million related to the amortization of intangible assets arising from our acquisition of CHT.
Sales and marketing The following table presents our sales and marketing expenses for the years ended December 31, 2024 and 2023 and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2024 $ % Year ended December 31, 2023 Sales and marketing $ 24,725 (707) (2.8) % $ 25,432 Percentage of revenue 2.9 % 6.6 % The decrease in sales and marketing expenses for the year ended December 31, 2024, compared with the year ended December 31, 2023, was driven primarily by a decrease in equity-based compensation expense of $1.4 million and a decrease in amortization expense of $0.6 million, offset in part by an increase in personnel-related costs of $1.1 million due primarily to accruals for higher bonus payouts during the year ended December 31, 2024.
Cash flows The following table presents a summary of our cash flows for the years ended December 31, 2023 and 2022, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2023 $ % Year ended December 31, 2022 Net cash provided by operating activities $ 20,231 (8,043) (28.4) % $ 28,274 Net cash used in investing activities $ (73) 49,702 (99.9) % $ (49,775) Net cash used in financing activities $ (17,429) (2,908) 20.0 % $ (14,521) Operating activities Net cash provided by operating activities consists primarily of net loss, adjusted for certain (i) non-cash items including equity-based compensation expense, changes in deferred taxes, amortization of intangible assets, and deferred debt issuance costs, and (ii) changes in operating assets and liabilities (accounts receivable, prepaid expenses and other current assets, accounts payable, accrued expenses and deferred rent).
In addition, we may require material cash to fund our defense costs and/or any amounts that we may agree to pay to resolve the FTC Matter. 64 Table of Contents Cash flows The following table presents a summary of our cash flows for the years ended December 31, 2024 and 2023, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2024 $ % Year ended December 31, 2023 Net cash provided by operating activities $ 45,872 25,641 126.7 % $ 20,231 Net cash used in investing activities $ (654) (581) 795.9 % $ (73) Net cash used in financing activities $ (19,223) (1,794) 10.3 % $ (17,429) Operating activities Net cash provided by operating activities consists primarily of net income (loss), adjusted for certain (i) non-cash items including equity-based compensation expense, changes in deferred taxes, amortization of intangible assets, and deferred debt issuance costs, and (ii) changes in operating assets and liabilities (accounts receivable, prepaid expenses and other current assets, accounts payable, accrued expenses and deferred rent).
Product development The following table presents our product development expenses for the years ended December 31, 2023 and 2022, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2023 $ % Year ended December 31, 2022 Product development $ 18,458 (2,619) (12.4) % $ 21,077 Percentage of revenue 4.8 % 4.6 % The decrease in product development expenses for the year ended December 31, 2023, compared with the year ended December 31, 2022, was driven primarily by a decrease in equity-based compensation expense of $1.8 million and a decrease in other personnel-related costs of $0.4 million, which were related to lower employee headcount resulting primarily from the RIF Plan.
Product development The following table presents our product development expenses for the years ended December 31, 2024 and 2023, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2024 $ % Year ended December 31, 2023 Product development $ 19,764 1,306 7.1 % $ 18,458 Percentage of revenue 2.3 % 4.8 % 58 Table of Contents The increase in product development expenses for the year ended December 31, 2024, compared with the year ended December 31, 2023, was driven primarily by an increase in personnel-related costs of $2.1 million as we hired additional employees and due to accrual for higher bonuses, offset in part by a decrease in equity-based compensation expense of $1.3 million.
General and administrative The following table presents our general and administrative expenses for the years ended December 31, 2023 and 2022, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2023 $ % Year ended December 31, 2022 General and administrative $ 62,746 7,190 12.9 % $ 55,556 Percentage of revenue 16.2 % 12.1 % The increase in general and administrative expenses for the year ended December 31, 2023, compared with the year ended December 31, 2022, was driven primarily by a gain of $7.0 million recorded during the year ended December 31, 2022 on remeasurement of the contingent consideration related to CHT , as well as to a $5.2 million increase in legal costs associated primarily with the civil investigative demand from the Federal Trade Commission and a legal settlement unrelated to our core 58 Table of Contents operations, offset in part by a $2.4 million decrease in directors and officers insurance premiums, a $2.7 million decrease in accounting and professional fees, and a $1.8 million decrease in equity-based compensation.
General and administrative The following table presents our general and administrative expenses for the years ended December 31, 2024 and 2023, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2024 $ % Year ended December 31, 2023 General and administrative $ 56,359 (6,387) (10.2) % $ 62,746 Percentage of revenue 6.5 % 16.2 % The decrease in general and administrative expenses for the year ended December 31, 2024, compared with the year ended December 31, 2023, was driven primarily by a decrease in equity-based compensation of $15.7 million and a $1.0 million decrease in directors and officers insurance premiums, offset in part by a $7.5 million increase driven primarily by higher legal fees and a charge of $7.0 million to establish a reserve relating to the FTC Matter, a $1.1 million increase in accounting and professional fees, and a $0.6 million increase in personnel-related costs.