Biggest changeYears Ended December 31, 2023 2022 2021 (In thousands) Dollars % of Revenue Dollars % of Revenue Dollars % of Revenue Revenues $ 371,343 100.0 % $ 376,423 100.0 % $ 367,013 100.0 % Cost of revenues 205,580 55.3 % 205,294 54.5 % 203,044 55.3 % Selling and marketing 63,322 17.1 % 68,453 18.2 % 66,937 18.2 % Research and development 33,701 9.1 % 36,987 9.8 % 39,123 10.7 % General and administrative 51,192 13.8 % 61,200 16.3 % 61,736 16.8 % Amortization of intangible assets 5,213 1.4 % 27,096 7.2 % 25,038 6.8 % Impairment of goodwill 78,200 21.0 % 46,300 12.3 % — — % Restructuring 6,234 1.7 % 5,810 1.5 % — — % Impairment of right-of-use and long-lived assets 1,502 0.4 % 156 — % — — % Total expenses from operations 444,944 119.8 % 451,296 119.9 % 395,878 107.9 % Loss from operations (73,601) (19.8) % (74,873) (19.9) % (28,865) (7.9) % Interest expense, net (1,445) (0.4) % (915) (0.2) % (7,801) (2.1) % Other income (expense), net 42 — % 9,785 2.6 % (5,778) (1.6) % (Loss) gain from foreign currency transactions (2,824) (0.8) % 1,166 0.3 % 2,895 0.8 % Loss on extinguishment of debt — — % — — % (9,629) (2.6) % Loss before income taxes (77,828) (21.0) % (64,837) (17.2) % (49,178) (13.4) % Income tax provision (1,533) (0.4) % (1,724) (0.5) % (859) (0.2) % Net loss $ (79,361) (21.4) % $ (66,561) (17.7) % $ (50,037) (13.6) % Revenues Our products and services are organized around solution groups that address customer needs.
Biggest changeYears Ended December 31, 2024 2023 2022 (In thousands) Dollars % of Revenue Dollars % of Revenue Dollars % of Revenue Revenues $ 356,047 100.0 % $ 371,343 100.0 % $ 376,423 100.0 % Cost of revenues 208,708 58.6 % 205,580 55.3 % 205,294 54.5 % Selling and marketing 57,622 16.2 % 63,322 17.1 % 68,453 18.2 % Research and development 33,066 9.3 % 33,701 9.1 % 36,987 9.8 % General and administrative 47,679 13.4 % 51,192 13.8 % 61,200 16.3 % Amortization of intangible assets 3,057 0.9 % 5,213 1.4 % 27,096 7.2 % Impairment of goodwill 63,000 17.7 % 78,200 21.0 % 46,300 12.3 % Impairment of right-of-use and long-lived assets 1,397 0.4 % 1,502 0.4 % 156 — % Restructuring 1,027 0.3 % 6,234 1.7 % 5,810 1.5 % Total expenses from operations 415,556 116.7 % 444,944 119.8 % 451,296 119.9 % Loss from operations (59,509) (16.7) % (73,601) (19.8) % (74,873) (19.9) % Interest expense, net (1,883) (0.5) % (1,445) (0.4) % (915) (0.2) % Other income, net 651 0.2 % 42 — % 9,785 2.6 % Gain (loss) from foreign currency transactions 1,417 0.4 % (2,824) (0.8) % 1,166 0.3 % Loss before income taxes (59,324) (16.7) % (77,828) (21.0) % (64,837) (17.2) % Income tax provision (924) (0.3) % (1,533) (0.4) % (1,724) (0.5) % Net loss $ (60,248) (16.9) % $ (79,361) (21.4) % $ (66,561) (17.7) % 29 Table of Conte nt s Revenues Our products and services are organized around two solution groups: • Content & Ad Measurement represents the measurement portion of our business - measuring audiences across content and advertisements for linear TV, CTV, desktops, laptops, tablets and mobile devices.
Dollar and Euro and the U.S. Dollar against the Euro and Argentine Peso. For the year ended December 31, 2022, the gain from foreign currency transactions was $1.2 million. The gain was primarily driven by fluctuations in the Euro and Chilean Peso against the U.S. Dollar and U.S. Dollar against the Canadian Dollar and Argentine Peso.
Dollar and Euro and the U.S. Dollar against the Euro and Argentine Peso. For the year ended December 31, 2022, the gain from foreign currency transactions was $1.2 million. The gain was primarily driven by fluctuations in the Euro and Chilean Peso against the U.S. Dollar and the U.S. Dollar against the Canadian Dollar and Argentine Peso.
Overview We are a global information and analytics company that measures advertising, content, and the consumer audiences of each, across media platforms. We create our products using a global data platform that combines information on digital platforms (connected (Smart) televisions, mobile devices, tablets and computers), TV, direct to consumer applications and movie screens with demographics and other descriptive information.
Overview We are a global information and analytics company that measures advertising, content, and the consumer audiences of each, across media platforms. We create our products using a global data platform that combines information on digital platforms (connected televisions, mobile devices, tablets and computers), televisions, direct to consumer applications and movie screens with demographics and other descriptive information.
If the reporting unit's future performance falls below our expectations, or if there are negative revisions to our fair value assumptions, including those that are significant and discussed above, we may need to record a material, non-cash goodwill impairment charge in a future period. 42 Table of Conte nt s
If the reporting unit's future performance falls below our expectations, or if there are negative revisions to our fair value assumptions, including those that are significant and discussed above, we may need to record a material, non-cash goodwill impairment charge in a future period. 40 Table of Conte nt s
Our reporting unit did not pass the goodwill impairment test, and as a result we recorded a $46.3 million non-cash impairment charge in the quarter ended September 30, 2022. For further information refer to Footnote 10 , Goodwill and Intangible Assets and Item 7 , Critical Accounting Estimates .
Our reporting unit did not pass the goodwill impairment test, and as a result we recorded a $46.3 million non-cash impairment charge in the quarter ended September 30, 2022. For further information refer to Footnote 9 , Goodwill and Intangible Assets and Item 7 , Critical Accounting Estimates .
General and Administrative General and administrative expenses consist primarily of employee costs including salaries, benefits, stock-based compensation and other related costs, and related expenses for executive management, finance, human capital, legal and other administrative functions, as well as professional fees, overhead, including allocated overhead, which is comprised of lease expense and other facilities-related costs, depreciation expense related to general purpose equipment and software, amortization of cloud-computing implementation costs, changes in the fair value of our contingent consideration liability, Board of Directors compensation and expenses incurred for other general corporate purposes.
General and Administrative General and administrative expenses consist primarily of employee costs including salaries, benefits, stock-based compensation and other related costs, and related expenses for executive management, finance, human capital, legal and other administrative functions, as well as professional fees, overhead, including allocated overhead, lease expense and other facilities-related costs, depreciation expense related to general purpose equipment and software, amortization of cloud-computing implementation costs, changes in the fair value of our contingent consideration liability, Board of Directors compensation and expenses incurred for other general corporate purposes.
In addition, such holders are entitled to request, and we must take all actions reasonably necessary to pay, a one-time special dividend on the Preferred Stock equal to the highest dividend that our Board of Directors determines can be paid at the applicable time (or a lesser amount agreed by the holders), subject to additional conditions and limitations described in Footnote 5 , Convertible Redeemable Preferred Stock and Stockholders' Equity .
In addition, such holders are entitled to request, and we must take all actions reasonably necessary to pay, a one-time special dividend on the Preferred Stock equal to the highest dividend that our Board of Directors determines can be paid at the applicable time (or a lesser amount agreed by the holders), subject to additional conditions and limitations described in Footnote 4 , Convertible Redeemable Preferred Stock and Stockholders' Equity (Deficit) .
Our assumed long-term growth rate was based on projected long-term inflation and gross domestic product growth estimates for the countries in which we operate and a long-term growth estimate for our business and the industry in which we operate. The long-term growth rate selected for the 2023, 2022 and 2021 annual impairment analyses was 3.0%.
Our assumed long-term growth rate was based on projected long-term inflation and gross domestic product growth estimates for the countries in which we operate and a long-term growth estimate for our business and the industry in which we operate. The long-term growth rate selected for the 2024, 2023 and 2022 annual impairment analyses was 3.0%.
Employee costs decreased primarily due to a decrease in employee headcount related to our restructuring plan and lower commissions.
Employee costs decreased primarily due to a decrease in employee headcount related to our restructuring plan and a decrease in commissions.
These declines have had a direct impact on demand for our products, particularly those that are tied to discretionary advertising spend. We expect that softness in the advertising market will continue to affect our business into 2024.
These declines have had a direct impact on demand for our products, particularly those that are tied to discretionary advertising spend. We expect that softness in the advertising market will continue to affect our business into 2025.
Research and Development Research and development expenses include product development costs, consisting primarily of employee costs including salaries, benefits, stock-based compensation and other related costs for personnel associated with research and development activities, third-party expenses to develop new products and third-party data costs and allocated overhead, which is comprised of lease expense and other facilities-related costs, and depreciation expense related to general purpose equipment and software.
Research and Development Research and development expenses include product development costs, consisting primarily of employee costs including salaries, benefits, stock-based compensation and other related costs for personnel associated with research and development activities, third-party expenses to develop new products and third-party data costs and allocated overhead, lease expense and other facilities-related costs, and depreciation expense related to general purpose equipment and software.
Employee costs decreased primarily due to an increase in employee compensation capitalized in 2023 related to capitalized software projects as we are allocating more resources to product development, as well as a decrease in employee headcount related to our restructuring plan. Panel costs decreased primarily due to lower recruitment and support costs for our desktop and mobile panels.
Employee costs decreased primarily due to an increase in employee compensation capitalized in 2023 related to capitalized software projects as we allocated more resources to product development, as well as a decrease in employee headcount related to our restructuring plan. Panel costs decreased primarily due to lower recruitment and support costs for our desktop and mobile panels.
The extent of these investments will be affected by our ability to expand relationships with existing customers, grow our customer base and introduce new digital formats, as well as constraints on cash expenditures due to our financial position and the current economic environment. Net cash used in investing activities in 2023 was $23.8 million compared to $17.8 million in 2022.
The extent of these investments will be affected by our ability to expand relationships with existing customers, grow our customer base and introduce new digital formats, as well as constraints on cash expenditures due to our financial position and the current economic environment. Net cash used in investing activities in 2024 was $24.1 million compared to $23.8 million in 2023.
During the years ended December 31, 2023, 2022, and 2021, we recorded an income tax provision of $1.5 million, $1.7 million, and $0.9 million, resulting in an effective tax rate of 2.0%, 2.7%, and 1.7%, respectively.
During the years ended December 31, 2024, 2023, and 2022, we recorded an income tax provision of $0.9 million, $1.5 million, and $1.7 million, resulting in an effective tax rate of 1.6%, 2.0%, and 2.7%, respectively.
Net proceeds from the issuance totaled $187.9 million after deducting issuance costs. Shares of Preferred Stock are convertible into Common Stock as described in Footnote 5 , Convertible Redeemable Preferred Stock and Stockholders' Equity .
Net proceeds from the issuance totaled $187.9 million after deducting issuance costs. Shares of Preferred Stock are convertible into Common Stock as described in Footnote 4 , Convertible Redeemable Preferred Stock and Stockholders' Equity (Deficit).
Interest expense, net, increased $0.5 million during 2023 to $1.4 million as compared to $0.9 million in 2022. The increase in interest expense for the year ended December 31, 2023 as compared to 2022 was primarily due to a higher interest rate on debt under our Revolving Credit Agreement, as described in Footnote 6 , Debt.
Interest expense, net, increased $0.5 million in 2023 to $1.4 million as compared to $0.9 million in 2022. The increase in interest expense for the year ended December 31, 2023 as compared to 2022 was primarily due to a higher interest rate on debt under our Prior Credit Agreement, as described in Footnote 5 , Debt .
The increase in cash used in investing activities was primarily due to an increase in cash paid for capitalized internally developed software as we increased our focus on product infrastructure and innovation in 2023. Net cash used in investing activities in 2022 was $17.8 million compared to $14.6 million in 2021.
Net cash used in investing activities in 2023 was $23.8 million compared to $17.8 million in 2022. The increase in cash used in investing activities was primarily due to an increase in cash paid for capitalized internally developed software as we increased our focus on product infrastructure and innovation in 2023.
The determination of SSP also impacts the amount of revenues we can recognize in transactions where consideration is exchanged with counterparties as described above. 41 Table of Conte nt s Goodwill The valuation of goodwill involves the use of management's estimates and assumptions and can have a significant impact on future operating results.
The determination of SSP also impacts the amount of revenues we can recognize in transactions where consideration is exchanged with counterparties as described above. Goodwill The valuation of goodwill involves the use of management's estimates and assumptions and can have a significant impact on future operating results.
We use discount rates that are commensurate with the risks and uncertainty inherent in our business and in our internally-developed forecasts. The discount rates selected for the 2023, 2022 and 2021 annual impairment analyses were 22.0%, 27.0% and 19.0%, respectively.
We use discount rates that are commensurate with the risks and uncertainty inherent in our business and in our internally-developed forecasts. The discount rates selected for the 2024, 2023 and 2022 annual impairment analyses were 24.5%, 22.0% and 27.0%, respectively.
Changes to the SSP will impact the amount of consideration allocated to each performance obligation, which could have an impact on the timing and amount of revenues recognized in future periods as our performance obligations are satisfied.
Changes to the SSP will impact the amount of consideration allocated to each performance obligation, which could have an impact on the timing and amount of 39 Table of Conte nt s revenues recognized in future periods as our performance obligations are satisfied.
Goodwill allocated to our single reporting unit as of December 31, 2023 was $310.4 million. The projected long-term cash flows used in our fair value estimate are consistent with our most recent operating plan and are dependent on the successful execution of our business plan, overall industry growth rates and the competitive environment.
Goodwill allocated to our single reporting unit as of December 31, 2024 was $246.0 million. The projected long-term cash flows used in our fair value estimate are consistent with our most recent operating plan as of the evaluation date and are dependent on the successful execution of our business plan, overall industry growth rates and the competitive environment.
We categorize our revenue along these solution groups; however, our cost structure is tracked at the corporate level and not by our solution groups. These costs include, but are not limited to, employee costs, purchased data, operational overhead, data storage and technology that supports multiple solution groups.
We categorize our revenue along these two solution groups; however, our cost structure is tracked at the corporate level and not by our solution groups. These shared costs include employee costs, purchased data, operational overhead, data storage and technology that supports multiple solution groups.
Organizational Restructuring We incurred restructuring expenses of $6.2 million and $5.8 million for the years ended December 31, 2023 and 2022, respectively, related to the implementation of a restructuring plan that included a workforce reduction communicated in 2022. We expect the 2022 restructuring plan to be substantially complete in 2024.
Organizational Restructuring We incurred restructuring expenses of $1.0 million, $6.2 million and $5.8 million for the years ended December 31, 2024, 2023 and 2022, respectively, related to the implementation of a restructuring plan that included a workforce reduction communicated in 2022. The 2022 restructuring plan was substantially completed in 2024.
For the year ended December 31, 2021, the gain from foreign currency transactions was $2.9 million. The gain was primarily driven by fluctuations in the Euro and Chilean Peso against the U.S. Dollar and Chilean Peso against the Euro.
The gain was primarily driven by fluctuations in the U.S. Dollar against the Chilean Peso, Euro and Canadian Dollar and the Chilean Peso against the Euro. For the year ended December 31, 2023, the loss from foreign currency transactions was $2.8 million. The loss was primarily driven by fluctuations in the Chilean Peso against the U.S.
These effective tax rates differ from the U.S. federal statutory rate primarily due to the effects of certain permanent items, foreign tax rate differences, and increases in the valuation allowance against our domestic deferred tax assets.
These effective tax rates differ from the U.S. federal statutory rate primarily due to the effects of certain permanent items, foreign tax rate differences, changes in the valuation allowance against our domestic deferred tax assets and income tax benefit related to the impairment of goodwill.
To the extent that our existing cash, cash equivalents and operating cash flow, together with savings from repayment of prior debt arrangements and cost-reduction initiatives undertaken by our management, are insufficient to fund our future activities and requirements, we may need to raise additional funds through public or private equity or debt financing.
To the extent that our existing cash, cash equivalents and operating cash flow, together with savings from cost-reduction initiatives undertaken by our management and amounts available to us under the Revolving Facility, are insufficient to fund our future activities and requirements, we may need to raise additional funds through public or private equity or debt financing.
Cash provided by operating activities is calculated by adjusting our net loss for changes in working capital, as well as by excluding non-cash items such as: depreciation, non-cash operating lease expense, amortization expense of finance leases and intangible assets, impairment of right-of-use assets and goodwill, stock-based compensation, deferred tax provision, change in the fair value of financing derivatives, warrants liability and contingent consideration liability, loss on extinguishment of debt, non-cash interest expense on the Notes, accretion of debt discount, and amortization of deferred financing costs.
Cash provided by operating activities is calculated by adjusting our net loss for changes in working capital, as well as by excluding non-cash items such as: depreciation, stock-based compensation, non-cash operating lease expense, amortization expense of finance leases and intangible assets, impairment of right-of-use and long-lived assets and goodwill, deferred tax provision and change in the fair value of warrants liability.
We performed a quantitative goodwill impairment test in conjunction with the annual test using a discounted cash flow model, supported by a market approach. Our reporting unit did not pass the goodwill impairment test, and as a result we recorded a $34.1 million non-cash impairment charge in the quarter ended December 31, 2023.
We performed a quantitative goodwill impairment test in conjunction with the annual testing using a discounted cash flow model, supported by a market approach. Our reporting unit did not pass the goodwill impairment test, and as a result we recorded a $63.0 million non-cash impairment charge in the quarter ended September 30, 2024.
On the same date, each holder of Preferred Stock waived its right to receive on June 30, 2023 the annual dividends otherwise payable by us on that date.
On the same date, each holder of Preferred Stock waived its right to receive on June 30, 2023 the annual dividends otherwise payable by us on that date. Upon receipt of the waivers, our Board elected to defer the June 2023 payment.
Our primary uses of cash from operating activities include personnel costs and costs related to data and infrastructure used to develop and maintain our products and services.
Operating Activities Our primary source of cash provided by operating activities is revenues generated from sales of our products and services. Our primary uses of cash from operating activities include personnel costs and costs related to data and infrastructure used to develop and maintain our products and services.
Employee costs decreased primarily due to lower stock-based compensation expense in 2023 and severance expense related to the retirement of our former CEO which was recognized in 2022.
Employee costs decreased primarily due to lower stock-based compensation expense in 2023 and severance expense related to the retirement of our former CEO which was recognized in 2022. Other expense decreased primarily due to change in fair value of the contingent consideration recognized as part of our 2021 Shareablee acquisition.
Data costs increased primarily due to an amendment to our data licensing agreement with Charter Communications, which resulted in a credit of $4.5 million recognized in 2022 compared to a credit of $2.5 million recognized in 2023.
Systems and bandwidth costs increased primarily due to cloud computing and processing costs attributable to certain custom TV data set deliveries. Data costs increased primarily due to an amendment to our data licensing agreement with Charter Communications, which resulted in a credit of $4.5 million recognized in 2022 compared to a credit of $2.5 million recognized in 2023.
Tax expense of $16.3 million has also been included for an increase in the valuation allowance recorded against our deferred tax assets to offset the tax benefit of our operating losses in the U.S. and certain foreign jurisdictions.
Also included in the total tax expense is an income tax benefit of $2.5 million for a decrease in the valuation allowance recorded against our deferred tax assets to offset the tax expense of our operating losses in the U.S. and certain foreign jurisdictions.
We may also be required to raise additional funds in order to repay our Revolving Credit Agreement upon maturity or pay a special dividend to holders of our Preferred Stock, as described above.
We may also be required to prepay or refinance our Credit Agreement or raise additional funds in order to pay dividends to holders of our Preferred Stock, as described above.
As of December 31, 2023, our principal sources of liquidity consisted of cash, cash equivalents and restricted cash totaling $22.9 million, including $0.2 million in restricted cash; cash flows from our operations; and amounts available to us under our Revolving Credit Agreement, as described below.
As of December 31, 2024, our principal sources of liquidity consisted of cash, cash equivalents and restricted cash totaling $33.5 million, including $3.5 million in restricted cash (primarily related to letters of credit); cash flows from our operations; and amounts available to us under our Credit Agreement, as described below.
Additionally, other expenses decreased primarily due to higher contract fulfillment costs associated with the delivery of our cross-platform products in Europe in 2021. 33 Table of Conte nt s Selling and Marketing Selling and marketing expenses consist primarily of employee costs, including salaries, benefits, commissions, stock-based compensation and other related costs for personnel associated with sales and marketing activities, as well as costs related to online and offline advertising, industry conferences, promotional materials, public relations, other sales and marketing programs and allocated overhead, which is comprised of lease expense and other facilities-related costs, and depreciation expense generated by general purpose equipment and software.
Selling and Marketing Selling and marketing expenses consist primarily of employee costs, including salaries, benefits, commissions, stock-based compensation and other related costs for personnel associated with sales and marketing activities, as well as costs related to online and offline advertising, industry conferences, promotional materials, public relations, other sales and marketing programs and allocated overhead, lease expense and other facilities-related costs, and depreciation expense generated by general purpose equipment and software.
The following is a summary of other income (expense), net: Years Ended December 31, (In thousands) 2023 2022 2021 Change in fair value of financing derivatives $ — $ — $ 1,800 Change in fair value of warrants liability 49 9,802 (7,689) Other (7) (17) 111 Total other income (expense), net $ 42 $ 9,785 $ (5,778) Total other income, net for the year ended December 31, 2023 was negligible as compared to total other income, net of $9.8 million in 2022.
The following is a summary of other income, net: Years Ended December 31, (In thousands) 2024 2023 2022 Change in fair value of warrants liability $ 669 $ 49 $ 9,802 Other (18) (7) (17) Total other income, net $ 651 $ 42 $ 9,785 Total other income, net for the year ended December 31, 2024 was $0.7 million as compared to total other income, net of $42 thousand in 2023.
These increases were partially offset by payments of $4.6 million related to our organizational restructuring during 2022. Investing Activities Cash used in investing activities primarily consists of payments related to capitalized internal-use software costs, purchases of computer and network equipment to support our technical infrastructure, and furniture and equipment.
Investing Activities Cash used in investing activities primarily consists of payments related to capitalized internal-use software costs, purchases of computer and network equipment to support our technical infrastructure, and furniture and equipment.
Dollars are in a net liability position, and our foreign currency exposures that relate to the translation from U.S. Dollars are in a net asset position. For the year ended December 31, 2023, the loss from foreign currency transactions was $2.8 million. The loss was primarily driven by fluctuations in the Chilean Peso against the U.S.
Our foreign currency exposures that relate to the translation to U.S. Dollars are in a net liability position, and our foreign currency exposures that relate to the translation from U.S. Dollars are in a net asset position. For the year ended December 31, 2024, the gain from foreign currency transactions was $1.4 million.
As of December 31, 2023, each share of Preferred Stock was convertible into 0.055915 shares of Common Stock, with such conversion rate scheduled to return to 0.05 upon payment of accrued dividends. 38 Table of Conte nt s The holders of Preferred Stock are entitled to participate in all dividends declared on the Common Stock on an as-converted basis and are also entitled to a cumulative dividend at the rate of 7.5% per annum, payable annually in arrears and subject to increase under certain specified circumstances (including in connection with the 2023 dividend waivers described below).
The holders of Preferred Stock are entitled to participate in all dividends declared on the Common Stock on an as-converted basis and are also entitled to a cumulative dividend at the rate of 7.5% per annum, payable annually in arrears and subject to increase under certain specified circumstances (including in connection with the dividend waivers described below).
We expect our non-U.S. revenues to continue to decline as a percentage of our total revenues as a result of relative growth in our domestic product offerings.
We anticipate that revenues from our U.S. sales will continue to constitute a substantial and increasing portion of our revenues in future periods. We expect our non-U.S. revenues to decline as a percentage of our total revenues as a result of relative growth in our domestic product offerings.
Liquidity and Capital Resources The following table summarizes our cash flows for each of the periods identified: Years Ended December 31, (In thousands) 2023 2022 2021 Net cash provided by operating activities $ 28,926 $ 34,937 $ 9,856 Net cash used in investing activities (23,786) (17,822) (14,648) Net cash used in financing activities (3,394) (18,132) (22,452) Effect of exchange rate changes on cash, cash equivalents and restricted cash 748 (820) (1,218) Net increase (decrease) in cash, cash equivalents and restricted cash 2,494 (1,837) (28,462) Overview Our principal uses of cash consist of cash paid for data, payroll and other operating expenses, including restructuring-related costs and expenses incurred in prior periods; payments related to investments in equipment, primarily to support our consumer panels and technical infrastructure required to deliver our products and services and support our customers; service of our debt and lease facilities; and dividend payment obligations with respect to our Preferred Stock.
These tax adjustments, along with state and local taxes and book losses in foreign jurisdictions where the income tax rate is substantially lower than the U.S. federal statutory rate, are the primary drivers of the annual effective income tax rate. 35 Table of Conte nt s Liquidity and Capital Resources The following table summarizes our cash flows for each of the periods identified: Years Ended December 31, (In thousands) 2024 2023 2022 Net cash provided by operating activities $ 18,104 $ 28,926 $ 34,937 Net cash used in investing activities (24,062) (23,786) (17,822) Net cash provided by (used in) financing activities 17,623 (3,394) (18,132) Effect of exchange rate changes on cash, cash equivalents and restricted cash (1,133) 748 (820) Net increase (decrease) in cash, cash equivalents and restricted cash 10,532 2,494 (1,837) Overview Our principal uses of cash consist of cash paid for data, payroll and other operating expenses, including expenses incurred in prior periods; payments related to investments in equipment, primarily to support our consumer panels and technical infrastructure required to deliver our products and services and support our customers; service of our debt and lease facilities; and deferred payment obligations with respect to our 2021 acquisition of Shareablee.
The remaining term for this agreement is two years. As of December 31, 2023, the total fixed payment obligation related to this agreement is $28.8 million.
As of December 31, 2024, the total fixed payment obligation related to this agreement is $13.8 million.
Our selected discount rate was lower in 2023 in comparison to 2022 primarily due to the decrease in unlevered beta assumptions and company-specific risk premium ("CSRP"). The decrease in CSRP was related to the utilization of lower growth rates in earnings before interest, taxes, depreciation, and amortization.
Our selected discount rate was higher in 2024 in comparison to 2023 primarily due to the increase in company-specific risk premium ("CSRP"). The increase in CSRP was related to an increase in operational risk in earnings before interest, taxes, depreciation, and amortization.
As of June 30, 2023, we concluded that it was more likely than not that the estimated fair value of our reporting unit was less than its carrying value. In our assessment, we considered the decline in our stock price and market capitalization among other factors.
During the third quarter of 2024, we concluded that it was more likely than not that the estimated fair value of our reporting unit was less than its carrying value. In our assessment, we considered changes in our stock price, market and equity capitalization, operating results and projections.
We have data licensing agreements with a number of MVPDs and other providers for set-top box and connected TV data. These agreements have remaining terms from one to seven years. As of December 31, 2023, the total fixed payment obligations related to set-top box and connected TV data agreements are $298.5 million and $30.4 million, respectively.
These agreements have remaining terms of less than one year to seven years. As of December 31, 2024, the total fixed payment obligations related to set-top box and connected TV data agreements are $125.5 million and $25.4 million, respectively.
We have both operating and financing leases related to corporate office space and equipment. Our leases have remaining terms from less than one to four years. As of December 31, 2023, the total fixed payment obligation related to these agreements is $41.6 million. We have an agreement for cloud-based data storage and bandwidth to help process and store our data.
As of December 31, 2024, the total fixed payment obligation related to these agreements is $36.4 million. We have an agreement for cloud-based data storage and bandwidth to help process and store our data. The remaining term for this agreement is less than one year.
Lease expense and depreciation increased due to higher depreciation primarily driven by an increase in capitalized internal-use software costs. Professional fees increased primarily due to an increase in consulting services related to our transformation initiatives. Systems and bandwidth costs increased primarily due to cloud computing and processing costs attributable to certain custom TV data set deliveries.
Lease expense and depreciation increased due to higher depreciation primarily driven by an increase in capitalized internal-use software costs. Professional fees 31 Table of Conte nt s increased primarily due to an increase in consulting services related to our transformation initiatives.
We performed a quantitative goodwill impairment test using a discounted cash flow model, supported by a market approach. Our reporting unit did not pass the goodwill impairment test, and as a result we recorded a $44.1 million non-cash impairment charge in the quarter ended June 30, 2023.
Our reporting unit did not pass the goodwill impairment test, and as a result we recorded a $63.0 million non-cash impairment charge in the quarter ended September 30, 2024. We performed a quantitative impairment test on our annual testing date as of October 1, 2023.
The deferred dividends will continue to accrue and accumulate at a rate of 9.5% per year until declared and paid, with payment to occur on or before June 30, 2024. As of December 31, 2023, accrued dividends for the Preferred Stock totaled $24.1 million.
On December 26, 2023, each holder of our Preferred Stock waived its right to receive the deferred dividends on or before December 31, 2023. Under these waivers and the Certificate of Designations, the deferred dividends would continue to accrue at a rate of 9.5% per year until declared and paid, with payment to occur on or before June 30, 2024.
Our movies revenue increased due to the continued return of consumers to theaters in markets worldwide in 2022. Revenues by Geographic Location Revenue from outside of the United States was $35.6 million, $38.6 million and $45.1 million for the years ended December 31, 2023, 2022, and 2021, respectively.
Revenues by Geographic Location Revenue from outside of the United States was $37.7 million, $35.6 million and $38.6 million for the years ended December 31, 2024, 2023, and 2022, respectively.
At an annual meeting of stockholders held on June 15, 2023 (the "Annual Meeting"), our stockholders approved proposals permitting the payment of annual dividends on the Preferred Stock in the form of cash, shares of Common Stock, additional shares of Preferred Stock, or a combination thereof, subject to conditions set forth in the Certificate of Designations governing the Preferred Stock.
We may be obligated to obtain debt financing in order to effectuate the special dividend, which could significantly impact our financial position and liquidity depending on the timing and scope of the dividend payment and related financing. 36 Table of Conte nt s At an annual meeting held on June 15, 2023, our stockholders approved proposals permitting the payment of annual dividends on the Preferred Stock in the form of cash, shares of Common Stock, additional shares of Preferred Stock, or a combination thereof, subject to conditions set forth in the Certificate of Designations governing the Preferred Stock.
Interest Expense, Net Interest expense, net consists of interest income and interest expense. Interest income primarily consists of interest earned from our cash and cash equivalent balances. Interest expense relates to interest on our Notes, Secured Term Note, Revolving Credit Agreement, sale-leaseback agreement, and our finance leases.
For further information refer to Footnote 15 , Organizational Restructuring . Interest Expense, Net Interest expense, net consists of interest income and interest expense. Interest income primarily consists of interest earned from our cash and cash equivalent balances. Interest expense relates to interest on our Prior Credit Agreement and our finance leases.
Under these most recent waivers and the Certificate of Designations, the deferred dividends will continue to accrue at a rate of 9.5% per year until paid, with payment to occur on or before June 30, 2024, subject to certain conditions. Payment of annual dividends (including deferred dividends) in the form of cash could significantly impact our financial position and liquidity.
Under these waivers and the Certificate of Designations, the deferred dividends for both periods (2023 and 2024) would continue to accrue and accumulate at a rate of 9.5% per year until declared and paid, with payment to occur on or before July 31, 2024, subject to certain conditions.
Amortization of Intangible Assets Amortization expense consists of charges related to the amortization of intangible assets associated with acquisitions, primarily our 2016 Rentrak merger.
In addition, Other expense decreased due to lower recruiting expense and operating tax expense. Professional fees decreased primarily due to a decrease in audit fees. Amortization of Intangible Assets Amortization expense consists of charges related to the amortization of intangible assets associated with acquisitions, primarily our 2016 Rentrak merger.
Amortization of intangible assets decreased by $21.9 million, or 80.8%, for 2023 as compared to 2022 primarily due to amortization related to certain customer relationships, methodologies and technology intangibles related to the Rentrak merger reaching the end 35 Table of Conte nt s of their useful lives.
The decrease in amortization of intangible assets in 2024 and 2023 was primarily due to amortization related to certain customer relationships, methodologies and technology intangibles related to the Rentrak merger reaching the end of their useful lives.
In 2023, each holder of Preferred Stock waived its right to receive on June 30, 2023 (and subsequently on December 31, 2023) the annual dividends otherwise payable by us on that date.
On June 27, 2024, each holder of Preferred Stock further waived its right to receive the deferred dividends on or before June 30, 2024. In addition, each holder waived its right to receive on June 30, 2024 the annual dividends otherwise payable on that date for the dividend period ending June 29, 2024.
These tax adjustments, along with state and local taxes and book losses in foreign jurisdictions where the income tax rate is substantially lower than the U.S. federal statutory rate, are the primary drivers of the annual effective income tax rate. 37 Table of Conte nt s Included within tax expense for the year ended December 31, 2021 are income tax adjustments of $9.2 million for permanent differences in the book and tax treatment of certain stock-based compensation, limitations on the deductibility of certain executive compensation, nondeductible interest expense on debt instruments and associated derivatives, and other nondeductible expenses.
Income tax expense of $0.9 million has also been included for permanent differences in the book and tax treatment of certain stock-based compensation, local statutory to U.S. GAAP adjustments, and other nondeductible expenses. These tax adjustments, along with state and local taxes, are the primary drivers of the annual effective income tax rate.
Digital Ad Solutions revenue decreased primarily due to lower revenue from our syndicated digital products driven by lower renewals and lower deliveries of certain custom digital products. These decreases were partially offset by an increase in Activation and CCR revenue driven by higher usage from multiple customers.
This decrease was partially offset by an increase in Cross-Platform revenue driven by increased usage of our Proximic products. Research & Insight Solutions revenue decreased primarily due to lower deliveries of certain custom digital products.
The increase in other income, net was primarily driven by gains from the change in fair value of warrants liability due to a decrease in the trading price of our Common Stock during 2022.
The increase in other income, net was primarily driven by larger gains from the change in fair value of warrants liability recognized in 2024 compared to 2023, due to a decrease in the trading price of our Common Stock during the first quarter of 2024 and the Series A warrants 34 Table of Conte nt s expiring unexercised in the second quarter of 2024, as described in Footnote 4 , Convertible Redeemable Preferred Stock and Stockholders' Equity (Deficit).
(Loss) Gain from Foreign Currency Transactions Our foreign currency transactions are recorded as a result of fluctuations in the exchange rate between the transactional currency and the functional currency of foreign subsidiary transactions. Our foreign currency exposures that relate to the translation to U.S.
For additional information about the change in fair value of warrants liability, refer to Footnote 4 , Convertible Redeemable Preferred Stock and Stockholders' Equity (Deficit). Gain (Loss) From Foreign Currency Transactions Our foreign currency transactions are recorded as a result of fluctuations in the exchange rate between the transactional currency and the functional currency of foreign subsidiary transactions.
Notably, the Revolving Credit Agreement (as amended) contains financial covenants that require us to maintain a minimum Consolidated Asset Coverage Ratio and minimum Liquidity through maturity, and a minimum Consolidated Fixed Charge Coverage Ratio for periods after December 31, 2023 (each term as defined in the Revolving Credit Agreement).
The Credit Agreement contains financial covenants that require us to maintain a maximum Senior Leverage Ratio and minimum Liquidity (each term as defined in the Credit Agreement) during the term of the facility.
Revenues for the years ended December 31, 2023 and 2022 are as follows: Years Ended December 31, (In thousands) 2023 % of Revenue 2022 % of Revenue $ Variance % Variance Digital Ad Solutions $ 208,833 56.2 % $ 212,510 56.5 % $ (3,677) (1.7) % Cross Platform Solutions 162,510 43.8 % 163,913 43.5 % (1,403) (0.9) % Total revenues $ 371,343 100.0 % $ 376,423 100.0 % $ (5,080) (1.3) % Total revenues decreased by $5.1 million, or 1.3%, for the year ended December 31, 2023 as compared to 2022.
Revenues for the years ended December 31, 2023 and 2022 are as follows: Years Ended December 31, (In thousands) 2023 % of Revenue 2022 % of Revenue $ Variance % Variance Content & Ad Measurement Syndicated Audience $ 276,101 74.4 % $ 282,238 75.0 % $ (6,137) (2.2) % Cross-Platform 33,803 9.1 % 25,241 6.7 % 8,562 33.9 % Total Content & Ad Measurement 309,904 83.5 % 307,479 81.7 % 2,425 0.8 % Research & Insight Solutions 61,439 16.5 % 68,944 18.3 % (7,505) (10.9) % Total $ 371,343 100.0 % $ 376,423 100.0 % $ (5,080) (1.3) % Total revenues decreased by $5.1 million, or 1.3%, for the year ended December 31, 2023 as compared to 2022.
For additional information about the change in fair value of warrants liability, refer to Footnote 5 , Convertible Redeemable Preferred Stock and Stockholders' Equity . Total other income, net for the year ended December 31, 2022 was $9.8 million as compared to total other expense, net of $5.8 million in 2021.
Total other income, net for the year ended December 31, 2023 was negligible as compared to total other income, net of $9.8 million in 2022.
We do not currently have an agreement in place to extend or refinance the facility upon its maturity. Macroeconomic Factors Over the past two years, macroeconomic challenges such as inflation, rising interest rates, capital market disruptions and recession concerns have caused some advertisers to reduce or delay advertising expenditures.
On and after April 1, 2026, the Credit Agreement imposes certain limitations on cash dividends, including a heightened liquidity requirement. Macroeconomic Factors In recent years, macroeconomic challenges such as inflation, rising interest rates, capital market disruptions and recession concerns have caused some advertisers to reduce or delay advertising expenditures.
General and administrative expenses for the years ended December 31, 2022 and 2021 are as follows: Years Ended December 31, (In thousands) 2022 % of Revenue 2021 % of Revenue $ Variance % Variance Employee costs $ 31,298 8.3 % $ 33,571 9.1 % $ (2,273) (6.8) % Professional fees 15,706 4.2 % 16,194 4.4 % (488) (3.0) % Technology 3,379 0.9 % 2,922 0.8 % 457 15.6 % Lease expense and depreciation 1,668 0.4 % 1,888 0.5 % (220) (11.7) % Other 9,149 2.4 % 7,161 2.0 % 1,988 27.8 % Total general and administrative expenses $ 61,200 16.3 % $ 61,736 16.8 % $ (536) (0.9) % General and administrative expenses decreased by $0.5 million, or 0.9%, for the year ended December 31, 2022 as compared to 2021.
General and administrative expenses for the years ended December 31, 2024 and 2023 are as follows: Years Ended December 31, (In thousands) 2024 % of Revenue 2023 % of Revenue $ Variance % Variance Employee costs $ 24,659 6.9 % $ 26,770 7.2 % $ (2,111) (7.9) % Professional fees 12,338 3.5 % 14,341 3.9 % (2,003) (14.0) % Technology 3,328 0.9 % 3,385 0.9 % (57) (1.7) % Lease expense and depreciation 1,329 0.4 % 1,444 0.4 % (115) (8.0) % Other 6,025 1.7 % 5,252 1.4 % 773 14.7 % Total general and administrative expenses $ 47,679 13.4 % $ 51,192 13.8 % $ (3,513) (6.9) % General and administrative expenses decreased by $3.5 million, or 6.9%, for the year ended December 31, 2024 as compared to 2023.
We may also request the issuance of letters of credit under the Revolving Credit Agreement in an aggregate amount up to $5.0 million, which reduces the amount of available borrowings by the amount of such issued and outstanding letters of credit.
The Prior Credit Agreement provided for a borrowing capacity equal to $25.0 million, which was reduced from $40.0 million on May 3, 2024. We could also request the issuance of letters of credit under the Prior Credit Agreement in an aggregate amount up to $5.0 million.
These increases were offset by a decrease in data costs primarily due to the amendment of our data licensing agreement with Charter Communications, which resulted in a credit of $4.5 million recognized in 2022.
Data costs increased primarily due to higher data licensing costs to expand our data footprint and data rights, as well as a credit of $2.5 million recognized in 2023 under the data licensing agreement with Charter Communications which did not recur in 2024.
The increase in cash used in investing activities was primarily due to an increase in cash paid for capitalized internally developed software offset by cash acquired from our 2021 acquisition of Shareablee. Financing Activities Net cash used in financing activities in 2023 was $3.4 million compared to $18.1 million in 2022.
Financing Activities Net cash provided by financing activities in 2024 was $17.6 million compared to net cash used in financing activities of $3.4 million in 2023. The increase in cash provided by financing activities was primarily due to net proceeds of $40.4 million from the Credit Agreement in 2024.
Non-U.S. revenue declined in 2023 primarily due to a decline in revenue from our syndicated digital products. We generate the majority of our revenues from the sale and delivery of our products within the United States. For information with respect to sales by geographic markets, refer to Footnote 4 , Revenue Recognition , of the Notes to Consolidated Financial Statements.
Non-U.S. revenue increased in 2024 primarily due to an increase in revenue from our Syndicated Audience offerings. 30 Table of Conte nt s We generate the majority of our revenues from the sale and delivery of our products within the United States.
Net cash used in financing activities in 2022 was $18.1 million compared to $22.5 million in 2021.
Net cash provided by operating activities in 2024 was $18.1 million compared to $28.9 million in 2023.
Selling and marketing expenses for the years ended December 31, 2022 and 2021 are as follows: Years Ended December 31, (In thousands) 2022 % of Revenue 2021 % of Revenue $ Variance % Variance Employee costs $ 55,416 14.7 % $ 55,966 15.2 % $ (550) (1.0) % Lease expense and depreciation 3,849 1.0 % 4,217 1.1 % (368) (8.7) % Technology 3,360 0.9 % 2,621 0.7 % 739 28.2 % Professional fees 2,464 0.7 % 2,024 0.6 % 440 21.7 % Marketing and advertising 1,751 0.5 % 953 0.3 % 798 83.7 % Other 1,613 0.4 % 1,156 0.3 % 457 39.5 % Total selling and marketing expenses $ 68,453 18.2 % $ 66,937 18.2 % $ 1,516 2.3 % Selling and marketing expenses increased by $1.5 million, or 2.3%, for the year ended December 31, 2022 as compared to 2021.
Selling and marketing expenses for the years ended December 31, 2024 and 2023 are as follows: Years Ended December 31, (In thousands) 2024 % of Revenue 2023 % of Revenue $ Variance % Variance Employee costs $ 44,672 12.5 % $ 50,337 13.6 % $ (5,665) (11.3) % Technology 3,188 0.9 % 3,149 0.8 % 39 1.2 % Lease expense and depreciation 2,820 0.8 % 3,106 0.9 % (286) (9.2) % Marketing and advertising 2,685 0.8 % 2,155 0.6 % 530 24.6 % Professional fees 2,550 0.7 % 3,120 0.8 % (570) (18.3) % Other 1,707 0.5 % 1,455 0.4 % 252 17.3 % Total selling and marketing expenses $ 57,622 16.2 % $ 63,322 17.1 % $ (5,700) (9.0) % Selling and marketing expenses decreased by $5.7 million, or 9.0%, for the year ended December 31, 2024 as compared to 2023.
Lease expense and depreciation increased due to higher depreciation primarily driven by the addition of capitalized internal-use software costs as a result of our acquisition of Shareablee in 2021.
Lease expense and depreciation increased primarily due to higher depreciation driven by an increase in capitalized internal-use software and finance leases. Royalties and resellers costs increased primarily due to increased sales for products in which we pay royalties. Employee costs increased primarily due to a shift in headcount toward supporting our products.
For further information refer to Footnote 15 , Organizational Restructuring . No restructuring expenses were incurred during 2021. Impairment of Right-of-use and Long-lived Assets In 2023, we recorded a $1.5 million impairment charge related to certain office space lease right-of-use assets and related long-lived assets.
The impairment charge was driven by the execution of a sublease for an office space for which expected cash receipts are less than the cash disbursements for the primary lease. In the quarter ended September 30, 2023, we recorded an impairment charge of $1.5 million related to certain office space lease right-of-use assets and related long-lived assets.
These decreases were partially offset by increases in revenue from local TV and movies due to higher renewals and new business.
Content & Ad Measurement revenue increased due to higher revenue from our Cross-Platform offerings, driven by increased usage of our Proximic and CCR products, along with increases in local TV and movies revenue due to higher renewals and new business.
Professional fees decreased primarily due to a decrease in audit fees.
Employee costs decreased primarily due to a decrease in employee headcount related to our restructuring plan and a decrease in employee bonus expense. Professional fees decreased primarily due to a decrease in corporate insurance costs.
For the years ended December 31, 2023, 2022, and 2021, related party revenues with WPP and its affiliates were $8.3 million, $11.7 million and $13.6 million, respectively. 32 Table of Conte nt s Cost of Revenues Cost of revenues consists primarily of expenses related to producing our products, operating our network infrastructure, the recruitment, maintenance and support of our consumer panels and amortization of capitalized fulfillment costs.
Cost of Revenues Cost of revenues consists primarily of expenses related to producing our products, operating our network infrastructure, and the recruitment, maintenance and support of our consumer panels.
Cost of revenues for the years ended December 31, 2022 and 2021 are as follows: Years Ended December 31, (In thousands) 2022 % of Revenue 2021 % of Revenue $ Variance % Variance Data costs $ 70,707 18.8 % $ 74,196 20.2 % $ (3,489) (4.7) % Employee costs 41,003 10.9 % 41,386 11.3 % (383) (0.9) % Systems and bandwidth costs 34,526 9.2 % 27,565 7.5 % 6,961 25.3 % Lease expense and depreciation 21,016 5.6 % 18,946 5.2 % 2,070 10.9 % Panel costs 15,747 4.2 % 15,198 4.1 % 549 3.6 % Sample and survey costs 7,013 1.9 % 7,008 1.9 % 5 0.1 % Professional fees 5,954 1.6 % 5,109 1.4 % 845 16.5 % Technology 4,701 1.2 % 5,689 1.6 % (988) (17.4) % Royalties and resellers 3,534 0.9 % 4,039 1.1 % (505) (12.5) % Other 1,093 0.3 % 3,908 1.1 % (2,815) (72.0) % Total cost of revenues $ 205,294 54.5 % $ 203,044 55.3 % $ 2,250 1.1 % Cost of revenues increased by $2.3 million, or 1.1%, for the year ended December 31, 2022 as compared to 2021.
Cost of revenues for the years ended December 31, 2024 and 2023 are as follows: Years Ended December 31, (In thousands) 2024 % of Revenue 2023 % of Revenue $ Variance % Variance Data costs $ 76,966 21.6 % $ 72,420 19.5 % $ 4,546 6.3 % Employee costs 39,102 11.0 % 37,049 10.0 % 2,053 5.5 % Systems and bandwidth costs 27,914 7.8 % 36,268 9.8 % (8,354) (23.0) % Lease expense and depreciation 27,014 7.6 % 23,051 6.2 % 3,963 17.2 % Panel costs 13,262 3.7 % 13,370 3.6 % (108) (0.8) % Royalties and resellers 6,506 1.8 % 4,095 1.1 % 2,411 58.9 % Sample and survey costs 6,286 1.8 % 6,452 1.7 % (166) (2.6) % Professional fees 6,234 1.8 % 7,734 2.1 % (1,500) (19.4) % Technology 4,374 1.2 % 4,114 1.1 % 260 6.3 % Other 1,050 0.3 % 1,027 0.3 % 23 2.2 % Total cost of revenues $ 208,708 58.6 % $ 205,580 55.4 % $ 3,128 1.5 % Cost of revenues increased by $3.1 million, or 1.5%, for the year ended December 31, 2024 as compared to 2023.
As of December 31, 2023, we had outstanding borrowings of $16.0 million and outstanding letters of credit totaling $3.2 million under the Revolving Credit Agreement, leaving a remaining borrowing capacity of $20.8 million. The borrowed funds were used to reduce our accounts payable balances, primarily related to expenses incurred in prior periods, and support our working capital position.
Initial proceeds from the Term Loan were used to resolve our aged accounts payable, cash collateralize our outstanding letters of credit, pay transaction fees and expenses, and strengthen our cash position. As of December 31, 2024, we had no borrowings outstanding under the Revolving Facility, with remaining borrowing capacity of $15.0 million.
We believe that macroeconomic factors (including inflation, interest rates and supply chain disruptions) continued to cause reductions and delays in advertising expenditures in 2023, which impacted demand for certain digital products. Cross Platform Solutions revenue decreased primarily due to lower national TV revenue from lower renewals and a one-time custom deliverable in the first quarter of 2022.
This was offset by a decrease in Syndicated Audience revenue, primarily related to lower renewals of our national TV and syndicated digital products and a one-time custom deliverable in the first quarter of 2022. Research & Insight Solutions revenue decreased primarily due to lower deliveries of certain custom digital products.