Biggest changeRevenue Years Ended December 31, 2022 $ Change % Change 2021 $ Change % Change 2020 (Dollars in thousands) Domestic Ads and Leads: Consumer connection revenue $ 954,735 $ 56,313 6% $ 898,422 $ (753) —% $ 899,175 Advertising revenue 265,466 13,260 5% 252,206 25,701 11% 226,505 Membership revenue 60,411 (7,651) (11)% 68,062 (6,011) (8)% 74,073 Other revenue 1,449 (6,935) (83)% 8,384 (10,618) (56)% 19,002 Total Ads and Leads revenue 1,282,061 54,987 4% 1,227,074 8,319 1% 1,218,755 Services revenue 381,256 91,308 31% 289,948 127,409 78% 162,539 Roofing revenue 137,509 69,481 102% 68,028 68,028 NM — Intersegment eliminations (10,340) (8,433) (442)% (1,907) (1,907) NM — Total Domestic revenue 1,790,486 207,343 13% 1,583,143 201,849 15% 1,381,294 International Consumer connection revenue 71,851 3,165 5% 68,686 10,994 19% 57,692 Service professional membership subscription revenue 28,192 (4,175) (13)% 32,367 5,142 19% 27,225 Advertising and other revenue 995 (247) (20)% 1,242 (472) (28)% 1,714 Total International revenue 101,038 (1,257) (1)% 102,295 15,664 18% 86,631 Total revenue $ 1,891,524 $ 206,086 12% $ 1,685,438 $ 217,513 15% $ 1,467,925 Percentage of Total Revenue: Domestic 95 % 94 % 94 % International 5 % 6 % 6 % Total revenue 100 % 100 % 100 % Years Ended December 31, 2022 Change % Change 2021 Change % Change 2020 (In thousands, rounding differences may occur) Operating metrics: Service Requests 29,459 (4,054) (12)% 33,513 (414) (1)% 33,927 Monetized Transactions 28,938 (2,572) (8)% 31,510 (1,192) (4)% 32,702 Transacting SPs 220 (31) (12)% 251 — —% 251 For the year ended December 31, 2022 compared to the year ended December 31, 2021 Ads and Leads revenue increased $55.0 million, or 4%, due primarily to an increase in consumer connection revenue of $56.3 million, or 6%, primarily as a result of price increases implemented during the second quarter of 2022 and increase in advertising revenue driven by a growth in sales.
Biggest changeRevenue Years Ended December 31, 2023 2022 2021 2023 Change 2022 Change $ % $ % (Dollars in thousands) Domestic Ads and Leads: Consumer connection revenue $ 781,089 $ 954,735 $ 898,422 $ (173,646) (18)% $ 56,313 6% Advertising revenue 290,799 265,466 252,206 25,333 10% 13,260 5% Membership subscription revenue 52,305 60,411 68,062 (8,106) (13)% (7,651) (11)% Other revenue 715 1,449 8,384 (734) (51)% (6,935) (83)% Total Ads and Leads revenue 1,124,908 1,282,061 1,227,074 (157,153) (12)% 54,987 4% Services revenue 118,033 381,256 289,948 (263,223) (69)% 91,308 31% Total Domestic revenue 1,242,941 1,663,317 1,517,022 (420,376) (25)% 146,295 10% International Consumer connection revenue 92,635 71,851 68,686 20,784 29% 3,165 5% Service professional membership subscription revenue 22,548 28,192 32,367 (5,644) (20)% (4,175) (13)% Advertising and other revenue 624 995 1,242 (371) (37)% (247) (20)% Total International revenue 115,807 101,038 102,295 14,769 15% (1,257) (1)% Total revenue $ 1,358,748 $ 1,764,355 $ 1,619,317 $ (405,607) (23)% $ 145,038 9% Percentage of Total Revenue: Domestic 91 % 94 % 94 % International 9 % 6 % 6 % Total revenue 100 % 100 % 100 % Years Ended December 31, 2023 2022 2021 2023 Change 2022 Change # % # % (In thousands, rounding differences may occur) Operating metrics: Service Requests 23,255 29,459 33,513 (6,204) (21)% (4,054) (12)% Monetized Transactions 27,111 28,938 31,510 (1,827) (6)% (2,572) (8)% Transacting SPs 196 220 251 (24) (11)% (31) (12)% For the year ended December 31, 2023 compared to the year ended December 31, 2022 Ads and Leads revenue decreased $157.2 million, or 12%, due primarily to a decrease in consumer connection revenue of $173.6 million, or 18%, and a decrease in membership subscription revenue of $8.1 million, or 13%, due to a decline in Monetized Transactions and a decline in service professionals in the Angi network, respectively, partially offset by an increase of $25.3 million, or 10%, in advertising revenue.
The decrease in compensation is primarily due to a decrease in headcount. Services selling and marketing expense increased $13.6 million, or 22%, driven by increases of $17.6 million in compensation expense, $3.7 million in professional fees and $1.6 million of software maintenance costs, partially offset by a decrease $9.5 million of advertising expense.
The decrease in compensation is primarily due to a decrease in headcount. Services selling and marketing expense increased $13.6 million, or 22%, driven by increases of $17.6 million in compensation expense, $3.7 million in professional fees and $1.6 million of software maintenance costs, partially offset by a $9.5 million decrease in advertising expense.
Corporate Adjusted EBITDA loss increased $3.8 million, or 8%, to $49.9 million, primarily due an increase in compensation expense, partially offset by a decrease in lease expense.
Corporate Adjusted EBITDA loss increased $3.8 million, or 8%, to $49.9 million, primarily due to an increase in compensation expense, partially offset by a decrease in lease expense.
International Adjusted EBITDA loss decreased $6.1 million, or 93%, due to a decrease in general and administrative expense of $8.6 million, which was primarily due to the 2021 charge of $7.0 million related the acquisition of an additional interest in MyBuilder at a premium to fair value.
International Adjusted EBITDA loss decreased $6.1 million, or 93%, due to a decrease in general and administrative expense of $8.6 million, which was primarily due to the 2021 charge of $7.0 million related to the acquisition of an additional interest in MyBuilder at a premium to fair value.
Historically, the Company’s acquisitions have been complementary to these reporting units and the goodwill has been assigned to the reporting unit. The allocation of purchase price to the assets acquired and liabilities assumed based upon their fair values is complex because of the judgments involved in determining these values.
Historically, the Company’s acquisitions have been complementary to these reporting units and the goodwill has been assigned to the reporting unit. The allocation of purchase price to the assets acquired and liabilities assumed is based upon their fair values and is complex because of the judgments involved in determining these values.
Due to the higher degree of complexity associated with the valuation of intangible assets, the Company usually obtains the assistance of outside valuation experts in the allocation of purchase price to the identifiable intangible assets acquired, which can be both definite-lived, such as acquired technology, customer and contractor relationships, or indefinite lived, such as acquired trade names and trademarks.
Due to the higher degree of complexity associated with the valuation of acquired intangible assets, the Company usually obtains the assistance of outside valuation experts in the allocation of purchase price to the identifiable intangible assets acquired, which can be both definite-lived, such as acquired technology, customer and contractor relationships, or indefinite lived, such as acquired trade names and trademarks.
While outside valuation experts may be used, management has ultimate responsibility for the valuation methods, models and inputs used and the resulting purchase price allocation.
While outside valuation experts may be used, management has the ultimate responsibility for the valuation methods, models and inputs used and the resulting purchase price allocation.
While the Company also has the option under GAAP to qualitatively assess whether it is more likely than not that the fair values of its indefinite-lived intangible assets are less than their carrying values, the Company’s policy is to quantitatively determine the fair value of each of its indefinite-lived intangible assets annually as of October 1, in part, because the level of effort required to perform the quantitative and qualitative assessments is essentially equivalent.
While the Company also has the option under GAAP to qualitatively assess whether it is more likely than not that the fair values of its indefinite-lived intangible assets are less than their carrying values, the Company’s policy is to determine the fair value of each of its indefinite-lived intangible assets annually as of October 1, in part, because the level of effort required to perform the quantitative and qualitative assessments is essentially equivalent.
This measure is one of the primary metrics by which we evaluate the performance of our businesses and our internal budgets are based and may impact management compensation. We believe that investors should have access to, and we are obligated to provide, the same set of tools that we use in analyzing our results.
This measure is one of the primary metrics by which we evaluate the performance of our businesses, and on which our internal budgets are based and may impact management compensation. We believe that investors should have access to, and we are obligated to provide, the same set of tools that we use in analyzing our results.
The Company is currently settling all stock-based awards on a net basis and remits the required tax-withholding amounts from its current funds. 40 Table of Contents Depreciation is a non-cash expense relating to our capitalized software, leasehold improvements and equipment and is computed using the straight-line method to allocate the cost of depreciable assets to operations over their estimated useful lives, or, in the case of leasehold improvements, the lease term, if shorter.
The Company is currently settling all stock-based awards on a net basis and remits the required tax-withholding amounts from its current funds. 39 Table of Contents Depreciation is a non-cash expense relating to our capitalized software, leasehold improvements and equipment and is computed using the straight-line method to allocate the cost of depreciable assets to operations over their estimated useful lives, or, in the case of leasehold improvements, the lease term, if shorter.
Although management currently believes changes to unrecognized tax benefits from period to period and differences between amounts paid, if any, upon resolution of issues raised in audits and 48 Table of Contents amounts previously provided will not have a material impact on the liquidity, results of operations, or financial condition of the Company, these matters are subject to inherent uncertainties and management’s view of these matters may change in the future.
Although management currently believes changes to unrecognized tax benefits from period to period and differences between amounts paid, if any, upon resolution of issues raised in audits and 47 Table of Contents amounts previously provided will not have a material impact on the liquidity, results of operations, or financial condition of the Company, these matters are subject to inherent uncertainties and management’s view of these matters may change in the future.
Operating Costs and Expenses: • Selling and marketing expense - consists primarily of (i) advertising expenditures, which include marketing fees to promote the brand to consumers and service professionals with (a) online marketing, including fees paid to search engines and other online marketing platforms, partners who direct traffic to our brands, and app platforms, (b) offline marketing, which is primarily television and radio advertising, (ii) compensation expense (including stock-based compensation expense) and other employee-related costs for our sales force and marketing personnel, (iii) software license and maintenance costs, (iv) outsourced personnel costs, and (v) facilities costs. • General and administrative expense - consists primarily of (i) compensation expense (including stock-based compensation expense) and other employee-related costs for personnel engaged in executive management, finance, legal, tax, human resources and customer service functions, (ii) fees for professional services (including transaction-related costs related to acquisitions), (iii) provision for credit losses, (iv) software license and maintenance costs, (v) outsourced personnel costs for personnel engaged in assisting in customer service functions, and (vi) facilities costs.
Operating Costs and Expenses: • Selling and marketing expense - consists primarily of (i) advertising expenditures, which include marketing fees to promote the brand to consumers and service professionals with (a) online marketing, including fees paid to search engines and other online marketing platforms, partners who direct traffic to our brands, and app platforms, and (b) offline marketing, which is primarily television and radio advertising, (ii) compensation expense (including stock-based compensation expense) and other employee-related costs for our sales force and marketing personnel, (iii) service guarantee expense, (iv) software license and maintenance costs, and (v) outsourced personnel costs. • General and administrative expense - consists primarily of (i) compensation expense (including stock-based compensation expense) and other employee-related costs for personnel engaged in executive management, finance, legal, tax, human resources and customer service functions, (ii) provision for credit losses, (iii) software license and maintenance costs, (iv) outsourced personnel costs for personnel engaged in assisting in customer service functions, (v) fees for professional services, and (vi) facilities costs.
Our customer service function includes personnel who provide support to our service professionals and consumers. • Product development expense - consists primarily of (i) compensation expense (including stock-based compensation expense) and other employee-related costs that are not capitalized for personnel engaged in the design, development, testing and enhancement of product offerings and related technology and (ii) software license and maintenance costs.
Our customer service function includes personnel who provide support to our service professionals and consumers. • Product development expense - consists primarily of (i) compensation expense (including stock-based compensation expense) and other employee-related costs that are not capitalized for personnel engaged in the design, development, testing and enhancement of product offerings and related technology, (ii) software license and maintenance costs, and (iii) outsourced personnel costs for personnel engaged in product development.
These estimates, judgments and assumptions impact the reported amount of assets, liabilities, revenue and expenses and the related disclosure of contingent assets and liabilities. Actual results could differ from these estimates.
These estimates, judgments and assumptions impact the reported amount of assets, liabilities, revenue and expenses and the related disclosure of assets and liabilities. Actual results could differ from these estimates.
In addition, the Company’s existing indebtedness could limit its ability to obtain additional financing. 45 Table of Contents CRITICAL ACCOUNTING POLICIES AND ESTIMATES The following disclosure is provided to supplement the descriptions of Angi’s accounting policies contained in “ Note 2—Summary of Significant Accounting Policies ” to the consolidated financial statements included “ Item 8.
In addition, the Company’s existing indebtedness could limit its ability to obtain additional financing. 44 Table of Contents CRITICAL ACCOUNTING POLICIES AND ESTIMATES The following disclosure is provided to supplement the descriptions of Angi’s accounting policies contained in “ Note 2—Summary of Significant Accounting Policies ” to the consolidated financial statements included “ Item 8.
Stock-Based Compensation The stock-based compensation expense reflected in our statements of operations includes expense related to the Company’s stock options, stock appreciation rights, RSU awards, including those that are linked to the achievement of the Company’s stock price, known as market-based awards (“MSUs”) and those that are linked to the achievement of a performance target, known as performance-based awards (“PSUs”), equity instruments denominated in shares of subsidiaries, and IAC denominated stock options.
Stock-based compensation expense reflected in our statements of operations includes expense related to the Company’s RSU awards, including those that are linked to the achievement of the Company’s stock price, known as market-based awards (“MSUs”) and those that are linked to the achievement of a performance target, known as performance-based awards (“PSUs”), stock options, stock appreciation rights, equity instruments denominated in shares of subsidiaries, and an allocation of expense related to IAC denominated restricted stock.
Consumers can request household 26 Table of Contents services directly through the Angi platform and Angi fulfills the request through the use of independently established home services providers engaged in a trade, occupation and/or business that customarily provides such services. The matching and pre-priced booking services and related tools and directories are provided to consumers free of charge.
Services consumers can request household services directly through the Angi platform and Angi fulfills the request through the use of independently established home services providers engaged in a trade, occupation and/or business that customarily provides such services. The matching and pre-priced booking services and related tools and directories are provided to consumers free of charge.
The increase in professional fees is primarily from an increase of $4.1 million in outsourced personnel costs for improving the customer service experience offset by a decrease of $0.4 million in consulting costs primarily due to fees paid in 2021 that were a part of the investment in Services in 2021.
The increase in professional fees is primarily from an increase of $4.1 million in outsourced personnel costs for 33 Table of Contents improving the customer service experience offset by a decrease of $0.4 million in consulting costs primarily due to fees paid in 2021 that were a part of the investment in Services in 2021.
Management makes two critical determinations at the time of an acquisition, the reporting unit that will benefit from the acquisition and to which goodwill will be assigned and the allocation of the purchase price of the business to the assets acquired and the liabilities assumed based upon their fair values.
Management makes two critical determinations at the time of an acquisition: (1) the reporting unit(s) that will benefit from the acquisition and to which goodwill will be assigned and (2) the allocation of the purchase price of the acquired business to the assets acquired and the liabilities assumed based upon their fair values.
Net cash used in financing activities includes $220.0 million for the prepayment of the ANGI Group Term Loan, which otherwise would have matured on November 5, 2023, $61.9 million for the payment of withholding taxes on behalf of employees for stock-based awards that were net settled, $35.4 million for the repurchase of 3.2 million shares of Angi Inc.
Net cash used in financing activities attributable to continuing operations includes $220.0 million for the prepayment of the ANGI Group Term Loan, which otherwise would have matured on November 5, 2023, $61.9 million for the payment of withholding taxes on behalf of employees for stock-based awards that were net settled, $35.4 million for the repurchase of 3.2 million shares of Angi Inc.
Corporate general and administrative expense increased $9.3 million, or 20%, due primarily to increases of $14.4 million in compensation expense and $1.5 million of software license and maintenance expense, partially offset by a decrease of $4.4 million in lease expense.
Corporate general and administrative expense increased $9.3 million, or 20%, due primarily to increases of $14.4 million in compensation expense and $1.5 million of software license and maintenance expense, partially offset by a decrease of $4.4 34 Table of Contents million in lease expense.
For further details of income tax matters, see “ Note 3—Income Taxes ” to the consolidated financial statements included in “ Item 8. Consolidated Financial Statements and Supplementary Data .” 39 Table of Contents PRINCIPLES OF FINANCIAL REPORTING We report Adjusted EBITDA as a supplemental measure to U.S. generally accepted accounting principles (“GAAP”).
For further details of income tax matters, see “ Note 12—Income Taxes ” to the consolidated financial statements included in “ Item 8. Consolidated Financial Statements and Supplementary Data .” 38 Table of Contents PRINCIPLES OF FINANCIAL REPORTING We report Adjusted EBITDA as a supplemental measure to U.S. generally accepted accounting principles (“GAAP”).
The excess purchase price over the net tangible and identifiable intangible assets is recorded as goodwill and is assigned to the reporting unit that is expected to benefit from the business combination as of the acquisition date.
The excess purchase price over the value of the net tangible and identifiable intangible assets acquired is recorded as goodwill and is assigned to the reporting unit(s) that is expected to benefit from the business combination as of the acquisition date.
The increase in professional fees is due 34 Table of Contents primarily to an increase in legal expense of $6.0 million due to certain legal matters in the current quarter. The increase in software license and maintenance expense is due primarily to general maintenance.
The increase in professional fees is due primarily to an increase in legal expense of $6.0 million due to certain legal matters in the current quarter. The increase in software license and maintenance expense is due primarily to general maintenance.
Amortization of intangible assets and impairments of goodwill and intangible assets are non-cash expenses related primarily to acquisitions. At the time of an acquisition, the identifiable definite-lived intangible assets of the acquired company, such as service professional relationships, technology, memberships, customer lists and user base, and trade names, are valued and amortized over their estimated lives.
Amortization of intangible assets and impairments of goodwill and intangible assets are non-cash expenses related primarily to acquisitions. At the time of an acquisition, the identifiable definite-lived intangible assets of the acquired company, such as service professional relationships, technology, and trade names, are valued and amortized over their estimated lives.
The determination of purchase price and the fair value of monetary assets acquired and liabilities assumed is typically the least complex aspect of the Company’s accounting for business combinations due to management’s experience and the inherently lower level of complexity.
The determination of purchase price and the fair value of monetary assets acquired and liabilities assumed is typically the least complex aspect of the Company’s accounting for business combinations due to management’s experience and/or the inherently lower level of judgement required.
At December 31, 2022 and 2021, the Company has unrecognized tax benefits, including interest, of $6.2 million and $6.3 million, respectively. We consider many factors when evaluating and estimating our tax positions and unrecognized tax benefits, which may require periodic adjustment and which may not accurately anticipate actual outcomes.
At December 31, 2023 and 2022, the Company has unrecognized tax benefits, including interest, of $8.1 million and $6.2 million, respectively. We consider many factors when evaluating and estimating our tax positions and unrecognized tax benefits, which may require periodic adjustment and which may not accurately anticipate actual outcomes.
Credit Losses The Company makes judgments as to its ability to collect outstanding receivables and provides reserves when it has determined that all or a portion of the receivable will not be collected. The Company maintains a credit loss reserve to provide for the estimated amount of accounts receivable that will not be collected.
Credit Losses The Company makes judgments as to its ability to collect outstanding receivables and provides an allowance when it has determined that all or a portion of the receivable will not be collected. The Company maintains an allowance for credit losses to provide for the estimated amount of accounts receivable that will not be collected.
Consolidated Financial Statements and Supplementary Data. ” For the year ended December 31, 2022 compared to the year ended December 31, 2021 Ads and Leads Adjusted EBITDA increased $32.7 million, or 24%, to $169.0 million, and increased as a percentage of revenue, due primarily to higher revenue of $55.0 million, partially offset by an increase in general and administrative expense of $23.7 million.
For the year ended December 31, 2022 compared to the year ended December 31, 2021 Ads and Leads Adjusted EBITDA increased $32.7 million, or 24%, to $169.0 million, and increased as a percentage of revenue, due primarily to higher revenue of $55.0 million, partially offset by an increase in general and administrative expense of $23.7 million.
International is primarily comprised of revenue from consumer connection revenue for consumer matches and membership subscription from service professionals and consumers. From January 1, 2020 through December 31, 2022, Services recorded revenue on a gross basis.
International revenue primarily comprises consumer connection revenue for consumer matches and membership subscription revenue from service professionals and consumers. From January 1, 2020 through December 31, 2022, Services recorded revenue on a gross basis.
For stock appreciation rights and stock options, including equity instruments denominated in shares of subsidiaries, the grant date fair value of the award is recognized as an expense on a straight-line basis, net of estimated forfeitures, over the requisite service period, which is the vesting period of the award. The Company also issues RSUs, PSUs and MSUs.
For stock appreciation rights and stock options, including equity instruments denominated in shares of subsidiaries, the grant date fair value of the award is recognized as an expense on a straight-line basis, net of estimated forfeitures, over the requisite service period, which is the vesting period of the award.
Other expense, net in 2021 primarily includes net foreign currency exchange losses of $1.7 million and the write-off of $1.1 million of deferred debt issuance costs related to the ANGI Group Term Loan which was repaid in its entirety during the second quarter of 2021, partially offset by interest income of $0.2 million.
Other income, net in 2022 primarily includes interest income of $4.5 million, partially offset by net foreign currency exchange losses of $3.4 million. 37 Table of Contents Other expense, net in 2021 primarily includes net foreign currency exchange losses of $1.7 million and the write-off of $1.1 million of deferred debt issuance costs related to the ANGI Group Term Loan, which was repaid in its entirety during the second quarter of 2021, partially offset by interest income of $0.2 million.
Effective January 1, 2023, Angi Inc. modified the Services terms and conditions so that the service professional, rather than Angi, Inc., has the contractual relationship with the consumer to deliver the service and our performance obligation to the consumer is to connect them with 28 Table of Contents the service professional.
Effective January 1, 2023, we modified the Services terms and conditions so that the service professional, rather than Angi Inc., has the contractual relationship with the consumer to deliver the service and our performance obligation to the consumer is to connect them with the service professional.
The Company estimates the fair value of newly granted or modified stock appreciation rights and stock options, including equity instruments denominated in shares of subsidiaries, using the Black-Scholes option-pricing model.
The Company also issues stock options and stock appreciation rights. The Company estimates the fair value of newly granted or modified stock appreciation rights and 48 Table of Contents stock options, including equity instruments denominated in shares of subsidiaries, using the Black-Scholes option-pricing model.
For the year ended December 31, 2021 compared to the year ended December 31, 2020 Ads and Leads cost of revenue decreased $3.6 million, or 8%, and decreased as a percentage of revenue, due primarily to a $10.1 million decrease resulting from the disposition of a business in the second quarter 2021, partially offset from the increase of $2.1 million in website hosting and $2.4 million in transaction processing costs.
For the year ended December 31, 2022 compared to the year ended December 31, 2021 Ads and Leads cost of revenue decreased $1.6 million, or 4%, and decreased as a percentage of revenue, due primarily to a $6.0 million decrease resulting from the disposition of a business in the second quarter of 2021, partially offset by increases of $3.1 million in transaction processing costs, and $2.8 million in website hosting fees.
These modified awards finished vesting in the first quarter of 2021, therefore, there was no modification charge for the awards in the year ended December 31, 2022.
These modified awards finished vesting in the first quarter of 2021, therefore, there was no modification charge for the awards in the years ended December 31, 2023 and 2022.
Additionally, in the first quarter of 2021, the Company recognized a net decrease of $7.7 million due to the reversal of previously recognized expense related to unvested awards that were forfeited due to management departures.
Additionally, in the first quarter of 2021, the Company recognized a net decrease of $7.7 million due to the reversal of previously recognized expense related to unvested awards that were forfeited due to management departures. The Company issues RSUs, PSUs and MSUs.
The decrease in operating lease liabilities is due to cash payments on leases net of interest accretion. The increase in accounts payable and other liabilities is due primarily to increases in accrued advertising and related payables and accrued roofing material costs related to Roofing.
The decrease in operating lease liabilities is due to cash payments on leases net of interest accretion. The increase in accounts payable and other liabilities is due primarily to increases in accrued advertising.
Gross margin is gross profit expressed as a percentage of revenue.
Gross profit is revenue less cost of revenue. Gross margin is gross profit expressed as a percentage of revenue.
The reporting unit determination is important beyond the initial allocation of purchase price because future impairment assessments of goodwill, as described below, are performed at the reporting unit level. At October 1, 2022, the Company has four reporting units: Ads and Leads, Services, Roofing and International.
The reporting unit determination is important beyond the initial allocation of purchase price because future impairment assessments of goodwill, as described below, are performed at the reporting unit level. At October 1, 2023, the Company had four reporting units: Ads and Leads, Services, Roofing (subsequently sold as described above) and International.
As of December 31, 2022, the Company is in a three-year cumulative loss position. The Company’s most significant net deferred tax asset relates to U.S. federal net operating loss (“NOL”) carryforwards of $108.3 million.
As of December 31, 2023, the Company is in a three-year cumulative loss position. The Company’s most significant net deferred tax asset relates to U.S. federal net operating loss (“NOL”) carryforwards of $101.0 million.
At December 31, 2022 and 2021, the balance of the Company’s net deferred tax asset is $142.6 million and $120.8 million, respectively. The Company evaluates and accounts for uncertain tax positions using a two-step approach. Recognition (step one) occurs when the Company concludes that a tax position, based solely on its technical merits, is more-likely-than-not to be sustainable upon examination.
At December 31, 2023 and 2022, the balance of the Company’s net deferred tax asset is $145.4 million and $135.5 million, respectively. The Company evaluates and accounts for uncertain tax positions using a two-step approach. Recognition (step one) occurs when the Company concludes that a tax position, based solely on its technical merits, is more-likely-than-not to be sustainable upon examination.
The discount rates used in the Company’s annual indefinite-lived impairment assessment ranged from 12.0% to 18.5% in 2022 and 11.1% to 15.0% in 2021, and the royalty rates used ranged from 2.0% to 4.5% in 2022 and 2.0% to 5.0% in 2021.
The discount rates used in the Company’s annual indefinite-lived impairment assessment ranged from 15.0% to 17.0% in 2023 and 12.0% to 18.5% in 2022, and the royalty rates used ranged from 2.5% to 4.5% in 2023 and 2.0% to 4.5% in 2022.
In 2021, the effective income tax rate was higher than the statutory rate of 21% due primarily to excess tax benefits generated by the exercise and vesting of stock-based awards and a change in judgment about the valuation allowance at the beginning of the year, partially offset by unbenefited foreign losses.
In 2021, the effective income tax rate was higher than the statutory rate of 21% due primarily to excess tax benefits generated by the exercise and vesting of stock-based awards and a change in judgment about the valuation allowance at the beginning of the year, partially offset by nondeductible stock-based compensation expense and foreign income taxed at different rates.
The Company recorded stock-based compensation expense of $52.7 million and $28.7 million for the years ended December 31, 2022 and 2021, respectively. Included in stock-based compensation expense in the year ended December 31, 2022, the Company recognized a net decrease of $2.1 million due to management departures.
The Company recorded stock-based compensation expense of $43.4 million, $50.8 million, and $28.2 million for the years ended December 31, 2023, 2022, and 2021, respectively. Included in stock-based compensation expense in the year ended December 31, 2022, the Company recognized a net decrease of $2.1 million due to management departures.
The Company’s annual assessment of the recovery of goodwill begins with management’s reassessment of its operating segments and reporting units. A reporting unit is an operating segment or one level below an operating segment, which is referred to as a component. This reassessment of reporting units is also made each time the Company changes its operating segments.
The Company’s annual assessment of the recovery of goodwill begins with management’s reassessment of its operating segments and reporting units. A reporting unit is an operating segment or one level below an operating segment, which is referred to as a component.
The decrease from changes in working capital consists primarily of an increase of $114.1 million in accounts receivable, and a decrease of $16.8 million in operating lease liabilities, partially offset by an increase of $21.3 million in accounts payable and other liabilities. The increase in accounts receivable is due primarily to revenue growth, primarily attributable to Services.
The decrease from changes in working capital consists primarily of an increase of $107.0 million in accounts receivable, and a decrease of $16.6 million in operating lease liabilities, partially offset by an increase of $21.7 million in accounts payable and other liabilities. The increase in accounts receivable is due primarily to revenue growth, primarily attributable to Services.
The increase in accounts payable and other liabilities is due primarily to increases in accrued expenses related to the brand integration and accrued roofing material costs related to Roofing. The increase in income taxes payable and receivable is due primarily to accrual of taxes in excess of payments.
The increase in accounts payable and other liabilities is due primarily to increases in accrued expenses related to the 2021 brand integration initiative. The increase in income taxes payables and receivable is due primarily to accrual of taxes in excess of payments.
Consolidated Financial Statements and Supplementary Data ” include principal and interest payments long-term as debt described in “ Note 6 — Long-term Debt ,” operating leases as described in “ Note 12—Leases ,” and postretirement benefits as described in “ Note 15—Benefit Plans .” The Company has material purchase obligations which represent legally binding agreements to purchase goods and services that specify all significant terms.
Consolidated Financial Statements and Supplementary Data ” includes operating leases as described in “ Note 5—Leases ,” and principal and interest payments on long-term as debt described in “ Note 6 — Long-term Debt .” The Company has material purchase obligations which represent legally binding agreements to purchase goods and services that specify all significant terms.
We have made, and expect to continue to make, substantial investments in digital and traditional advertising (with continued expansion into new and existing digital platforms) to consumers and service professionals to promote our products and services and to drive traffic to our various platforms and service professionals. 27 Table of Contents Defined Terms and Operating Metrics: Unless otherwise indicated or as the context otherwise requires, certain terms, which include the principal operating metrics we use in managing our business, are defined below: • Ads and Leads Revenue primarily reflects domestic ads and leads revenue, including consumer connection revenue for consumer matches, revenue from service professionals under contract for advertising and membership subscription revenue from service professionals and consumers. • Services Revenue primarily reflects domestic revenue from pre-priced offerings by which the consumer requests services through a Company platform and the Company engages a service professional to perform the service. • Roofing Revenue primarily reflects revenue from the roof replacement business offering by which the consumer purchases services directly from the Company and the Company engages a service professional to perform the service. • Corporate primarily reflects costs for corporate initiatives, shared costs, such as executive and public company costs, and other expenses not allocated to the operating segments. • International Revenue primarily reflects revenue generated within the International segment (comprised of businesses in Europe and Canada), including consumer connection revenue for consumer matches and membership subscription revenue from service professionals and consumers. • Service Requests are (i) fully completed and submitted domestic service requests for connections with Ads and Leads service professionals, (ii) contacts to Ads and Leads service professionals generated via the service professional directory from unique users in unique categories (such that multiple contacts from the same user in the same category in the same day are counted as one Service Request) and (iii) requests to book Services jobs in the period. • Monetized Transactions are (i) Service Requests that are matched to a paying Ads and Leads service professional in the period and (ii) completed and in-process Services jobs in the period; a single Service Request can result in multiple monetized transactions. • Transacting Service Professionals (“Transacting SPs”) are the number of (i) Ads and Leads service professionals that paid for consumer matches or advertising and (ii) Services service professionals that performed a Services job, during the most recent quarter. • Senior Notes - On August 20, 2020, ANGI Group, LLC (“ANGI Group”), a direct wholly-owned subsidiary of the Company, issued $500.0 million of its 3.875% Senior Notes due August 15, 2028, with interest payable February 15 and August 15 of each year, which commenced February 15, 2021.
Consolidated Financial Statements and Supplementary Data .” Defined Terms and Operating Metrics: Unless otherwise indicated or as the context otherwise requires, certain terms, which include the principal operating metrics we use in managing our business, are defined below: • Ads and Leads Revenue primarily reflects domestic consumer connection revenue for consumer matches, revenue from service professionals under contract for advertising and membership subscription revenue from service professionals and consumers. • Services Revenue primarily reflects domestic revenue from pre-priced offerings by which the consumer requests services through a Company platform and the Company connects them with a service professional to perform the service. • International Revenue primarily reflects revenue generated within the International segment (consisting of businesses in Europe and Canada), including consumer connection revenue for consumer matches and membership subscription revenue from service professionals and consumers. • Corporate primarily reflects costs for corporate initiatives, shared costs, such as executive and public company costs, and other expenses not allocated to the operating segments. • Service Requests are (i) fully completed and submitted domestic service requests for connections with Ads and Leads service professionals, (ii) contacts to Ads and Leads service professionals generated via the service professional directory from unique users in unique categories (such that multiple contacts from the same user in the same category in the same day are counted as one Service Request) and (iii) requests to book Services jobs in the period. • Monetized Transactions are (i) Service Requests that are matched to a paying Ads and Leads service professional in the period and (ii) completed and in-process Services jobs in the period; a single Service Request can result in multiple monetized transactions. • Transacting Service Professionals (“Transacting SPs”) are the number of (i) Ads and Leads service professionals that paid for consumer matches or advertising and (ii) Services service professionals that performed a Services job, during the most recent quarter. 28 Table of Contents • ANGI Group Senior Notes - On August 20, 2020, ANGI Group, LLC (“ANGI Group”), a direct wholly-owned subsidiary of the Company, issued $500.0 million of its 3.875% Senior Notes due August 15, 2028, with interest payable February 15 and August 15 of each year.
The Company may purchase their shares and debt instruments over an indefinite period of time on the open market and in privately negotiated transactions, depending on those factors the Company’s management deems relevant at any particular time, including, without limitation, market conditions, share price and future outlook.
The Company may purchase its shares pursuant to its authorization over an indefinite period of time in the open market and in privately negotiated transactions, 42 Table of Contents depending on those factors the Company’s management deems relevant at any particular time, including, without limitation, market conditions, share price and future outlook.
The portion of the December 31, 2022 deferred tax assets that will be payable to IAC pursuant to the tax sharing agreement, upon realization, is $93.7 million.
The portion of the December 31, 2023 deferred tax assets that will be payable to IAC pursuant to the tax sharing agreement, upon realization, is $92.9 million.
Components of Results of Operations Sources of Revenue Ads and Leads Revenue is primarily derived from (i) consumer connection revenue, which is comprised of fees paid by service professionals for consumer matches (regardless of whether the service professional ultimately provides the requested service), (ii) advertising revenue, which includes revenue from service professionals under contract for advertising, and (iii) membership subscription revenue from service professionals and consumers.
Components of Results of Operations Sources of Revenue Ads and Leads revenue includes consumer connection revenue, which comprises fees paid by service professionals for consumer matches (regardless of whether the service professional ultimately provides the requested service), revenue from service professionals under contract for advertising, membership subscription revenue from service professionals and consumers, and revenue from other services.
Services cost of revenue increased $64.1 million, or 28%, due primarily to a $58.1 million increase in payments to third-party professional service providers, however, cost of revenue decreased as a percentage of revenue.
Services cost of revenue increased $64.1 million, or 28%, due primarily to a $58.1 million increase in payments to third-party professional service providers, however, cost of revenue decreased as a percentage of revenue. International cost of revenue increased $0.2 million, or 9%, and increased as a percentage of revenue, due primarily to increased website hosting fees.
The decrease from changes in working capital consists primarily of an increase of $116.5 million in accounts receivable, a decrease of $17.3 million in operating lease liabilities, and a decrease of $2.8 million in deferred revenue, partially offset by an increase of $11.6 million in accounts payable and other liabilities, and an increase of $3.2 million in income taxes payable and receivable.
The decrease from changes in working capital consists primarily of an increase of $111.9 million in accounts receivable, a decrease of $16.7 million in operating lease liabilities, and a decrease of $3.0 million in deferred revenue, partially offset by increases of $11.6 million in accounts payable and other liabilities and $3.2 million in income taxes payable and receivable.
We believe that intangible assets represent costs incurred by the acquired company to build value prior to acquisition and the related amortization and impairments of intangible assets or goodwill, if applicable, are not ongoing costs of doing business. 41 Table of Contents FINANCIAL POSITION, LIQUIDITY, AND CAPITAL RESOURCES Financial Position December 31, 2022 December 31, 2021 (In thousands) Cash and cash equivalents: United States $ 311,422 $ 404,277 All other countries 9,733 23,859 Total cash and cash equivalents $ 321,155 $ 428,136 Long-term debt: Senior Notes $ 500,000 $ 500,000 Total long-term debt 500,000 500,000 Less: unamortized debt issuance costs 4,716 5,448 Total long-term debt, net $ 495,284 $ 494,552 At December 31, 2022, all of the Company’s international cash can be repatriated without significant tax consequences.
We believe that intangible assets represent costs incurred by the acquired company to build value prior to acquisition and the related amortization and impairments of intangible assets or goodwill, if applicable, are not ongoing costs of doing business. 40 Table of Contents FINANCIAL POSITION, LIQUIDITY, AND CAPITAL RESOURCES Financial Position December 31, 2023 December 31, 2022 (In thousands) Cash and cash equivalents: United States $ 354,341 $ 311,422 All other countries 9,703 9,733 Total cash and cash equivalents $ 364,044 $ 321,155 Long-term debt: ANGI Group Senior Notes $ 500,000 $ 500,000 Less: unamortized debt issuance costs 3,953 4,716 Total long-term debt, net $ 496,047 $ 495,284 At December 31, 2023, all of the Company’s international cash can be repatriated without significant consequences.
Net cash used in investing activities includes $70.2 million of capital expenditures, primarily related to investments in capitalized software to support the Company’s products and services, and $25.6 million of cash principally related to the acquisition of Roofing, partially offset by proceeds of $50.0 million from the maturities of marketable debt securities.
Net cash used in investing activities attributable to continuing operations includes $69.9 million of capital expenditures, primarily related to investments in capitalized software to support the Company’s products and services, partially offset by proceeds of $50.0 million from the maturities of marketable debt securities.
COVID-19 Update The COVID-19 pandemic and the various responses to it created significant volatility, uncertainty and economic disruption. Recently, there has been a return to more normal societal interactions, including the way we operate our business. We cannot predict the future impacts of this ongoing and any new pandemic(s).
COVID-19 Update The COVID-19 pandemic and the various responses to it created significant volatility, uncertainty and economic disruption. Recently, there has been a return to normal societal interactions, including the way we operate our business.
For the year ended December 31, 2021 compared to the year ended December 31, 2020 Angi gross profit increased $64.9 million, or 5%, due primarily to the acquisition of Roofing and revenue growth described in the revenue discussion above, partially offset by the increased cost of revenue as a percentage of revenue described in the cost of revenue discussion above.
For the year ended December 31, 2022 compared to the year ended December 31, 2021 Angi gross profit increased $82.3 million, or 6%, due primarily to the revenue growth described in the revenue discussion above, partially offset by the increased cost of revenue as a percentage of revenue described in the cost of revenue discussion above.
Class A common stock, on a settlement date basis, at an average price of $7.80 per share. 2021 Adjustments to earnings consist primarily of $88.1 million of provision for credit losses, $59.2 million of depreciation, $28.7 million of stock-based compensation expense, $20.7 million of non-cash lease expense, $16.4 million of amortization of intangibles, and $1.7 million in foreign currency transaction losses, partially offset by $36.3 million of deferred income taxes.
Class A common stock, on a settlement date basis, at an average price of $7.80 per share. 2021 Adjustments to net loss attributable to continuing operations consist primarily of $86.6 million of provision for credit losses, $59.0 million of depreciation, $28.2 million of stock-based compensation expense, $20.5 million of non-cash lease expense, and $16.1 million of amortization of intangibles, partially offset by $34.2 million of deferred income taxes.
Services revenue increased $91.3 million, or 31%, due primarily to an increase in average revenue per Monetized Transaction due to higher average-order-value jobs in complex service categories and an increase in Monetized Transactions in 2022 relative to 2021, as well as price increases in certain job categories. 31 Table of Contents Roofing revenue increased $69.5 million, or 102%, due primarily to a full year of Service Requests in 2022 compared to two quarters in 2021.
Services revenue increased $91.3 million, or 31%, due primarily to an increase in average revenue per Monetized Transaction due to higher average-order-value jobs in complex service categories and an increase in Monetized Transactions in 2022 relative to 2021, as well as price increases in certain job categories.
The Company also markets its services to consumers through email, digital display advertisements, partnerships with other contextually related websites and, to a lesser extent, through relationships with certain retailers, direct mail and radio advertising.
In the U.S., the Company primarily markets its services to consumers through search engine marketing, affiliate agreements with third parties, and television advertising. The Company also markets its services to consumers through email, digital display advertisements, partnerships with other contextually related websites and, to a lesser extent, through relationships with certain retailers, direct mail and radio advertising.
For the year ended December 31, 2021 compared to the year ended December 31, 2020 Ads and Leads general and administrative expense increased $32.5 million, or 14%, driven by an increase in $9.7 million of outsourced personnel costs, compensation expense of $9.4 million, professional fees expense of $6.2 million, and software license and maintenance expense of $5.7 million, partially offset by a decrease of $0.4 million in the provision for credit losses.
For the year ended December 31, 2022 compared to the year ended December 31, 2021 Ads and Leads general and administrative expense increased $23.7 million, or 9%, due primarily to an increase of $16.4 million in provision for credit losses, $6.6 million in outsourced personnel costs, and $5.7 million in legal expense, partially offset by a decrease of $2.9 million in compensation expense.
Goodwill and indefinite-lived intangible assets are assessed annually for impairment as of October 1, or more frequently if an event occurs or circumstances change that would indicate that it is more likely than not that the fair value of a reporting unit 46 Table of Contents or the fair value of an indefinite-lived intangible asset has declined below its carrying value.
Indefinite-lived intangible assets, which consist of the Company’s acquired trade names and trademarks, have a carrying value of $170.8 million and $170.1 million at December 31, 2023 and 2022, respectively. 45 Table of Contents Goodwill and indefinite-lived intangible assets are assessed annually for impairment as of October 1, or more frequently if an event occurs or circumstances change that would indicate that it is more likely than not that the fair value of a reporting unit or the fair value of an indefinite-lived intangible asset has declined below its carrying value.
The Company expects to generate future taxable income of at least $515.9 million prior to the expiration of these NOLs, $300.1 million of which expire between 2032 and 2037, and the remainder of which never expire, to fully realize this deferred tax asset.
The Company expects to generate future taxable income of at least $480.9 million prior to the expiration of these NOLs, $266.7 million of which expire between 2033 and 2037, and the remainder of which never expire, to fully realize this deferred tax asset. Stock-Based Compensation Stock-based compensation at the Company is inherently complex.
Angi’s ability to access the debt and equity markets may require the approval of IAC due to its control of the majority of the outstanding voting power of Angi’s capital stock and its representation on the Angi board of directors. 44 Table of Contents The Company believes its existing cash, cash equivalents, and expected positive cash flows generated from operations will be sufficient to fund its normal operating requirements, including capital expenditures, debt service, the payment of withholding taxes paid on behalf of employees for net-settled stock-based awards, and investing and other commitments, for the next twelve months.
The Company believes its existing cash, cash equivalents, and expected positive cash flows generated from operations will be sufficient to fund its normal operating requirements, including capital expenditures, debt service, the payment of withholding taxes paid on behalf of employees for net-settled stock-based awards, and investing and other commitments, for the next twelve months.
Income tax benefit Years Ended December 31, 2022 $ Change % Change 2021 (Dollars in thousands) Income tax benefit $ 17,252 $ (14,761) (46)% $ 32,013 Effective income tax rate 12% 31% In 2022, the effective income tax rate was lower than the statutory rate of 21% due primarily to unbenefited realized losses, nondeductible stock-based compensation expense, and foreign income subject to tax in the United States, partially offset by research credits.
In 2022, the effective income tax rate was lower than the statutory rate of 21% due primarily to unbenefited realized losses, foreign income subject to tax in the United States, and nondeductible stock-based compensation expense, partially offset by research credits.
The decrease in lease expense is a result of the Company repurposing its real estate space for general and administrative functions and reducing its real estate footprint in 2021. International selling and marketing expense decreased $1.8 million, or 4%, driven by a decrease in compensation expense of $1.6 million, which was primarily due to lower headcount.
Corporate selling and marketing expense decreased $4.9 million, or 55%, driven by a decrease in lease expense of $5.4 million. The decrease in lease expense is a result of the Company repurposing its real estate space for general and administrative functions and reducing its real estate footprint in 2021.
Selling and marketing expense Years Ended December 31, 2022 $ Change % Change 2021 $ Change % Change 2020 (Dollars in thousands) Selling and marketing expense $ 913,022 $ 29,379 3% $ 883,643 $ 121,053 16% $ 762,590 As a percentage of revenue 48% 52% 52% For the year ended December 31, 2022 compared to the year ended December 31, 2021 Ads and Leads selling and marketing expense increased $11.9 million, or 2%, driven by increases in advertising expense of $20.9 million and software maintenance costs of $3.5 million partially offset by a decrease in compensation expense of $10.3 million.
For the year ended December 31, 2022 compared to the year ended December 31, 2021 Ads and Leads selling and marketing expense increased $11.9 million, or 2%, driven by increases in advertising expense of $20.9 million and software maintenance costs of $3.5 million partially offset by a decrease in compensation expense of $10.3 million.
Consolidated Financial Statements and Supplementary Data .” Share Repurchase Authorizations and Activity Du ring the year ended December 31, 2022, the Company repurchased 1.0 million shares, on a trade date basis, of its common stock at an average price of $7.80 per share, or $8.1 million in aggregate.
Liquidity and Capital Resources Share Repurchase Authorizations and Activity Du ring the year ended December 31, 2023, the Company repurchased 4.4 million shares, on a trade date basis, of its common stock at an average price of $2.50 per share, or $11.1 million in aggregate.
Stock-based compensation at the Company is complex due to our desire to attract, retain, inspire and reward outstanding entrepreneurs and managers at the Company, including recently acquired companies, by allowing them to benefit directly from the value they help to create.
Our desire is to attract, retain, inspire and reward our management team and employees at the Company, including those employed by recently acquired companies, as applicable, by allowing them to benefit directly from the value they help to create.
Non-GAAP financial measure Adjusted Earnings Before Interest, Taxes, Depreciation and Amortization (“Adjusted EBITDA”) is a non-GAAP financial measure. See “ Principles of Financial Reporting ” for the definition of Adjusted EBITDA and a reconciliation of net loss attributable to Angi Inc. shareholders to operating loss to consolidated Adjusted EBITDA for the years ended December 31, 2022, 2021, and 2020.
See “ Principles of Financial Reporting ” for the definition of Adjusted EBITDA and a reconciliation of net 29 Table of Contents loss attributable to Angi Inc. shareholders to operating loss to consolidated Adjusted EBITDA for the years ended December 31, 2023, 2022, and 2021.
The Black-Scholes option-pricing model requires the use of highly subjective and complex assumptions, the most significant of which include expected term, expected volatility of the underlying shares, risk-free interest rates and the expected dividend yield.
The Black-Scholes option-pricing model requires the use of highly subjective and complex assumptions, the most significant of which include expected term, expected volatility of the underlying shares, risk-free interest rates and the expected dividend yield. In addition, the recognition of stock-based compensation expense is impacted by our estimated forfeiture rates, which are based, in part, on historical forfeiture rates.
If the goodwill of a reporting unit is allocated to newly formed reporting units, the allocation is usually made to each reporting unit based upon their relative fair values.
This reassessment of reporting units is also made each time the Company changes its operating segments to the extent that this also results in a change in reporting units. If the goodwill of a reporting unit is allocated to newly formed reporting units, the allocation is usually made to each reporting unit based upon their relative fair values.
Cash Flow Information In summary, the Company’s cash flows are as follows: Years Ended December 31, 2022 2021 (In thousands) Net cash (used in) provided by: Operating activities $ 27,069 $ 6,209 Investing activities $ (116,086) $ (45,072) Financing activities $ (17,227) $ (345,168) Net cash provided by operating activities consists of earnings adjusted for non-cash items and the effect of changes in working capital.
Cash Flow Information In summary, the Company’s cash flows are as follows: Years Ended December 31, 2023 2022 2021 (In thousands) Net cash provided by (used in): Operating activities attributable to continuing operations $ 94,184 $ 46,402 $ 24,576 Investing activities attributable to continuing operations $ (46,557) $ (115,317) $ (19,412) Financing activities attributable to continuing operations $ (16,983) $ (17,227) $ (345,168) Net cash provided by operating activities attributable to continuing operations consists of earnings adjusted for non-cash items and the effect of changes in working capital.
Net cash used in investing activities includes $116.4 million of capital expenditures, primarily related to investments in capitalized software to support the Company’s products and services. 42 Table of Contents Net cash used in financing activities includes $8.8 million for the payment of withholding taxes on behalf of employees for stock-based awards that were net settled and $8.1 million for the repurchase of 1.0 million shares of Angi Inc.
Net cash used in financing activities attributable to continuing operations includes $8.8 million for the payment of withholding taxes on behalf of employees for stock-based awards that were net settled and $8.1 million for the repurchase of 1.0 million shares of Angi Inc.
To determine a peer group of companies for our respective reporting units, we considered companies relevant in terms of consumer use, monetization model, margin and growth characteristics, and brand strength operating in their respective sectors.
To determine a peer group of companies for our respective reporting units, we considered companies relevant in terms of consumer use, monetization model, margin and growth characteristics, and brand strength operating in their respective sectors. 46 Table of Contents The Company determines the fair value of indefinite-lived intangible assets using an avoided royalty DCF valuation analysis.
Cost of Revenue and Gross Profit Cost of revenue, which excludes depreciation, consists primarily of (i) payments made to independent service professionals who perform work contracted under Services or Roofing arrangements, (ii) credit card processing fees, (iii) hosting fees, and (iv) roofing materials costs associated with Roofing. Gross profit is revenue less cost of revenue.
Cost of Revenue and Gross Profit Cost of revenue, which excludes depreciation, consists primarily of (i) payments made to independent third-party service professionals who perform work contracted under Services arrangements that were entered into prior to January 1, 2023 and the change to net revenue reporting, (ii) credit card processing fees, and (iii) hosting fees.
Future payments under these agreements at December 31, 2022 are as follows: Amount of Commitment Expiration Per Period Less Than 1 Year 1–3 Years 3–5 Years More Than 5 Years Total (In thousands) Purchase obligations $ 39,401 $ 13,263 $ — $ — $ 52,664 Purchase obligations include (i) payments of $25.5 million related to a three-year cloud computing arrangement, with payments of $12.5 million expected to be made within the next twelve months and the remaining payments of approximately $13.0 million expected to be made by September 2024, (ii) $17.9 million related to media spend to be made in 2023, (iii) $6.9 million related to technology contracts spend, and (iv) payments of $2.3 million related to communication spend.
Future payments under these agreements at December 31, 2023 are as follows: Amount of Commitment Expiration Per Period Less Than 1 Year 1–3 Years 3–5 Years More Than 5 Years Total (In thousands) Purchase obligations $ 25,147 $ 2,091 $ — $ — $ 27,238 Purchase obligations include (i) $13.0 million for the final payment related to a three-year cloud computing arrangement, with the final payment expected to be made by September 2024, (ii) $8.4 million related to technology contracts spend, and (iii) $3.5 million related to media spend to be made in 2024. 43 Table of Contents Capital Expenditures The Company’s 2024 capital expenditures are expected to be higher than 2023 capital expenditures of $47.8 million by approximately 15% to 30% due to an increase in the capitalization rate of software development projects.
The credit loss reserve is based upon a number of factors, including the length of time accounts receivable are past due, the Company’s previous loss history and the specific customer’s ability to pay its obligation to the Company. The duration of time between the Company’s issuance of an invoice and payment due date is not significant.
The allowance for credit losses is based upon a number of factors, including the length of time accounts receivable are past due, the Company’s previous loss history, the specific customer’s ability to pay its obligation to the Company and any other forward-looking data regarding customers’ ability to pay that is available.