Biggest changeYear Ended December 31, 2024 2023 2022 Consolidated Statements of Operations Data: (In thousands, except share and per share amounts) Revenue $ 4,458,036 $ 4,153,945 $ 3,826,321 Cost of revenue (1) (2) 2,179,824 2,110,015 2,012,744 Gross profit 2,278,212 2,043,930 1,813,577 Operating expenses: Research and development (1) (2) 1,008,747 942,790 1,079,081 Sales and marketing (1) (2) 860,821 1,022,985 1,248,032 General and administrative (1) (2) 449,079 468,459 517,414 Restructuring costs (1) 13,273 165,733 76,636 Impairment of long-lived assets — 320,504 97,722 Total operating expenses 2,331,920 2,920,471 3,018,885 Loss from operations (53,708) (876,541) (1,205,308) Other expenses, net: Share of losses from equity method investment (108,481) (121,897) (35,315) Impairment of strategic investments (8,220) (46,154) — Other income (expenses), net 81,796 47,863 (3,009) Total other expenses, net (34,905) (120,188) (38,324) Loss before provision for from income taxes (88,613) (996,729) (1,243,632) Provision for income taxes (20,790) (18,712) (12,513) Net loss attributable to common stockholders $ (109,403) $ (1,015,441) $ (1,256,145) Net loss per share attributable to common stockholders, basic and diluted $ (0.66) $ (5.54) $ (6.86) Weighted-average shares used in computing net loss per share attributable to common stockholders, basic and diluted 165,925,128 183,327,844 182,994,038 __________________________________ (1) Includes stock-based compensation expense as follows: Year Ended December 31, 2024 2023 2022 (In thousands) Cost of revenue $ 22,001 $ 26,343 $ 21,136 Research and development 330,933 331,526 374,846 Sales and marketing 135,331 183,389 240,109 General and administrative 125,164 121,584 148,194 Restructuring costs 3,178 13,015 14,275 Total $ 616,607 $ 675,857 $ 798,560 ____________________________________ (2) Includes amortization of acquired intangibles as follows: Year Ended December 31, 2024 2023 2022 (In thousands) Cost of revenue $ 62,728 $ 113,266 $ 122,653 Research and development 1,867 1,913 1,680 Sales and marketing 47,248 77,128 81,841 General and administrative 8 — 7 Total $ 111,851 $ 192,307 $ 206,181 57 Table of Contents The following table sets forth our results of operations for each of the periods presented as a percentage of our total revenue: Year Ended December 31, 2024 2023 2022 Consolidated Statements of Operations, as a percentage of revenue: ** Revenue 100 % 100 % 100 % Cost of revenue 49 51 53 Gross profit 51 49 47 Operating expenses: Research and development 23 23 28 Sales and marketing 19 25 33 General and administrative 10 11 14 Restructuring costs * 4 2 Impairment of long-lived assets — 8 3 Total operating expenses 52 70 79 Loss from operations (1) (21) (32) Other expenses, net Share of losses from equity method investment (2) (3) (1) Impairment of strategic investments * (1) — Other income (expenses), net 2 1 * Total other expenses, net (1) (3) (1) Loss before provision for income taxes (2) (24) (33) Provision for income taxes * * * Net loss attributable to common stockholders (2 %) (24 %) (33 %) ____________________________________ * Less than 0.5% of revenue. ** Columns may not add up to 100% due to rounding. 58 Table of Contents Comparison of Fiscal Years Ended December 31, 2024, 2023 and 2022 Revenue Year Ended December 31, 2024 2023 2022 2023 to 2024 Change 2022 to 2023 Change (Dollars in thousands) Twilio Communications $ 4,160,340 $ 3,858,693 $ 3,550,087 $ 301,647 8 % $ 308,606 9 % Twilio Segment 297,696 295,252 276,234 2,444 1 % 19,018 7 % Consolidated total revenue $ 4,458,036 $ 4,153,945 $ 3,826,321 $ 304,091 7 % $ 327,624 9 % 2024 compared to 2023 In 2024, Communications revenue increased by $301.6 million, or 8%, compared to the same period last year.
Biggest changeThe period-to-period comparison of our historical results are not indicative of the results that may be expected in the future. 48 Table of Contents Year Ended December 31, 2025 2024 2023 Consolidated Statements of Operations Data: (In thousands, except share and per share amounts) Revenue $ 5,067,220 $ 4,458,036 $ 4,153,945 Cost of revenue (1) (2) 2,588,486 2,179,824 2,110,015 Gross profit 2,478,734 2,278,212 2,043,930 Operating expenses: Research and development (1) (2) 1,020,159 1,008,747 942,790 Sales and marketing (1) (2) 873,216 860,821 1,022,985 General and administrative (1) (2) 410,678 449,079 468,459 Restructuring costs (1) 15,030 13,273 165,733 Impairment of long-lived assets 1,849 — 320,504 Total operating expenses 2,320,932 2,331,920 2,920,471 Income (loss) from operations 157,802 (53,708) (876,541) Other expenses, net: Share of losses from equity method investment (101,217) (108,481) (121,897) Impairment of equity method investment (80,629) — — Impairment of strategic investments — (8,220) (46,154) Other income, net 79,138 81,796 47,863 Total other expenses, net (102,708) (34,905) (120,188) Income (loss) before provision for income taxes 55,094 (88,613) (996,729) Provision for income taxes (21,260) (20,790) (18,712) Net income (loss) attributable to common stockholders $ 33,834 $ (109,403) $ (1,015,441) Net income (loss) per share: Basic $ 0.22 $ (0.66) $ (5.54) Diluted $ 0.21 $ (0.66) $ (5.54) Weighted-average shares used to compute net income (loss) per share: Basic 152,986,390 165,925,128 183,327,844 Diluted 159,788,944 165,925,128 183,327,844 __________________________________ (1) Includes stock-based compensation expense as follows: Year Ended December 31, 2025 2024 2023 (In thousands) Cost of revenue $ 16,570 $ 22,001 $ 26,343 Research and development 326,767 330,933 331,526 Sales and marketing 136,998 135,331 183,389 General and administrative 118,319 125,164 121,584 Restructuring costs 1,753 3,178 13,015 Total $ 600,407 $ 616,607 $ 675,857 ____________________________________ (2) Includes amortization of acquired intangibles as follows: Year Ended December 31, 2025 2024 2023 (In thousands) Cost of revenue $ 62,467 $ 62,728 $ 113,266 Research and development — 1,867 1,913 Sales and marketing 45,607 47,248 77,128 General and administrative — 8 — Total $ 108,074 $ 111,851 $ 192,307 49 Table of Contents The following table sets forth our results of operations for each of the periods presented as a percentage of our total revenue: Year Ended December 31, 2025 2024 2023 Consolidated Statements of Operations, as a percentage of revenue: ** Revenue 100 % 100 % 100 % Cost of revenue 51 49 51 Gross profit 49 51 49 Operating expenses: Research and development 20 23 23 Sales and marketing 17 19 25 General and administrative 8 10 11 Restructuring costs * * 4 Impairment of long-lived assets * — 8 Total operating expenses 46 52 70 Income (loss) from operations 3 (1) (21) Other expenses, net Share of losses from equity method investment (2) (2) (3) Impairment of equity method investment (2) — — Impairment of strategic investments — * (1) Other income, net 2 2 1 Total other expenses, net (2) (1) (3) Income (loss) before provision for income taxes 1 (2) (24) Provision for income taxes * * * Net income (loss) attributable to common stockholders 1 % (2 %) (24 %) ____________________________________ * Less than 0.5% of revenue. ** Columns may not add up to 100% due to rounding.
Other Expenses, Net Our other expenses, net, consist primarily of our share of losses from our equity method investment, impairment charges and gains and losses related to our strategic investments, realized gains and losses from marketable securities, interest income and expense and debt-related costs.
Other Expenses, Net Our other expenses, net, consist primarily of our share of losses from our equity method investment, impairment charges related to our equity method investment, impairment charges and gains and losses related to our strategic investments, realized gains and losses from marketable securities, interest income and expense and debt-related costs.
The usage-based fees are earned when customers access our cloud-based platform and start using our products. Examples of our primarily usage-based Communications products are Messaging and Voice. For Messaging products, we primarily charge fees related to the number of text messages sent or received. For Voice products, we primarily charge fees for minutes of call duration.
The usage-based fees are earned when customers access our cloud-based platform and start using our products. Examples of our primarily usage-based products are Messaging and Voice. For Messaging products, we primarily charge fees related to the number of text messages sent or received. For Voice products, we primarily charge fees for minutes of call duration.
Our gross profit and gross margin are impacted by a number of factors, including our product mix; our ability to manage our cloud infrastructure‑related and network service provider fees, including A2P SMS fees; changes in foreign exchange rates; the timing of amortization of capitalized software development costs and acquired intangibles; the extent to which we periodically choose to adjust prices of our products; and the timing and extent of our investments in our operations.
Our gross profit and gross margin are impacted by a number of factors, including our product mix; our ability to manage our cloud infrastructure‑related and network service provider fees, including A2P messaging fees; changes in foreign exchange rates; the timing of amortization of capitalized software development costs and acquired intangibles; the extent to which we periodically choose to adjust prices of our products; and the timing and extent of our investments in our operations.
Gross profit represents revenue less cost of revenue. Operating Expenses The most significant components of operating expenses are personnel costs, which consist of salaries, benefits, sales commissions, bonuses and stock‑based compensation. We also incur other non‑personnel costs related to our general overhead expenses. 52 Table of Contents Research and Development.
Gross Profit . Gross profit represents revenue less cost of revenue. 47 Table of Contents Operating Expenses The most significant components of operating expenses are personnel costs, which consist of salaries, benefits, sales commissions, bonuses and stock‑based compensation. We also incur other non‑personnel costs related to our general overhead expenses. Research and Development.
Cash Flows from Investing Activities In 2024, cash provided by investing activities was $1.4 billion primarily consisting of $1.4 billion of maturities and sales of marketable securities and other investments, net of purchases, partially offset by $51.8 million related to capitalized software development costs and $7.0 million related to purchases of long-lived assets.
In 2024, cash provided by investing activities was $1.4 billion primarily consisting of $1.4 billion of maturities and sales of marketable securities and other investments, net of purchases, partially offset by $51.8 million related to capitalized software development costs and $7.0 million related to purchases of long-lived assets.
In the three years ended December 31, 2024, 2023 and 2022, revenue from Active Customer Accounts represented over 99% of total revenue in each period. Dollar‑Based Net Expansion Rate Our Dollar-Based Net Expansion Rate compares the total revenue from all Active Customer Accounts and customer accounts from Zipwhip in a quarter to the same quarter in the prior year.
In the three years ended December 31, 2025, 2024 and 2023, revenue from Active Customer Accounts represented over 99% of total revenue in each period. Dollar‑Based Net Expansion Rate Our Dollar-Based Net Expansion Rate compares the total revenue from all Active Customer Accounts and customer accounts from Zipwhip in a quarter to the same quarter in the prior year.
The following table summarizes our year-over-year revenue growth and Dollar-Based Net Expansion Rate for the years ended December 31, 2024, 2023 and 2022, and the number of Active Customer Accounts as of December 31, 2024, 2023 and 2022.
The following table summarizes our year-over-year revenue growth and Dollar-Based Net Expansion Rate for the years ended December 31, 2025, 2024 and 2023, and the number of Active Customer Accounts as of December 31, 2025, 2024 and 2023.
Our arrangements with network service providers require us to pay fees based on the volume of phone calls initiated or text messages sent, as well as the number of telephone numbers acquired by us to service our customers. Our arrangements with our cloud infrastructure providers require us to pay fees based on our server capacity consumption. Gross Profit .
Our arrangements with network service providers require us to pay fees, including fees based on the volume of phone calls initiated or text messages sent, as well as the number of telephone numbers acquired by us to service our customers. Our arrangements with our cloud infrastructure providers require us to pay fees based on our server capacity consumption.
We believe that our cash, cash equivalents and marketable securities balances, as well as the cash flows generated by our operations, will be sufficient to satisfy our anticipated cash needs for working capital and capital expenditure needs, including authorized share repurchases, for the next 12 months and beyond.
We believe that our cash, cash equivalents and marketable securities balances, as well as the cash flows generated by our operations, will be sufficient to satisfy our anticipated cash needs for working capital, capital expenditures, and authorized share repurchases, for the next 12 months and beyond.
Most of our usage-based customers gain access to our platform through our self-service sign-up format, which requires an upfront prepayment via credit card that is drawn down as they use our products. Pricing is generally based on a publicly available, self-serve pricing matrix that generally allows customers to receive tiered discounts as their usage of our products increases.
Most of our usage-based customers gain access to our platform through a self-service process, which requires an upfront prepayment via credit card that is drawn down as they use our products. Pricing is generally based on a publicly available, self-serve pricing matrix that generally allows customers to receive tiered discounts as their usage of our products increases.
In the years ended December 31, 2024, 2023 and 2022, we generated 72%, 71% and 73% of our revenue, respectively, from usage-based fees. Subscription-based fees are earned in accordance with subscription pricing terms. For our subscription-based products, customers generally enter into negotiated contracts, which are typically one to three years in duration.
In the years ended December 31, 2025, 2024 and 2023, we generated 74%, 72% and 71% of our revenue, respectively, from usage-based fees. Subscription-based fees are earned in accordance with subscription pricing terms. For our subscription-based products, customers generally enter into negotiated contracts, which are typically one to three years in duration.
We offer communications APIs that enable developers to embed numerous forms of messaging, voice, email and video interactions into their customer-facing applications, as well as software products that target specific engagement needs, including our customer data platform, digital engagement centers, marketing campaigns, and user authentication and identity solutions.
We offer highly customizable communications APIs that enable developers to embed numerous forms of messaging, voice, email, and video interactions into their customer-facing applications, as well as software products that target specific engagement needs, including our digital engagement centers, marketing campaigns, and user authentication and identity solutions.
Cash Flows from Financing Activities In 2024, cash used in financing activities was $2.3 billion primarily consisting of $2.3 billion of cash paid to repurchase 36.8 million shares of our common stock in the open market, including related costs, offset by $37.4 million in proceeds from stock options exercised by our employees and shares issued under our employee stock purchase plan.
In 2024, cash used in financing activities was $2.3 billion primarily consisting of $2.3 billion of cash paid to repurchase 36.8 million shares of our common stock, including related costs, offset by $37.4 million in proceeds from stock options exercised by our employees and shares issued under our employee stock purchase plan.
Cash equivalents consist of money market funds, commercial paper and U.S. treasury bills. Short-term marketable securities consist primarily of U.S. treasury securities, non-U.S. government securities, high credit quality corporate debt securities and commercial paper. The cash and cash equivalents and short-term marketable securities are held for working capital purposes.
Cash equivalents consist of money market funds and commercial paper. Short-term marketable securities consist primarily of U.S. treasury securities, high credit quality corporate debt securities and commercial paper. The cash and cash equivalents and short-term marketable securities are held for working capital purposes.
We also intend to optimize our business and take measures to reduce costs, including simplifying and further automating our business processes, modernizing our infrastructure, focusing on self-service, leveraging AI, enacting certain workforce planning initiatives, optimizing utilization of our distributed workforce and implementing other initiatives targeted at improving efficiencies in our business.
We also intend to optimize our business and take measures to reduce costs, including simplifying and further automating our business processes, modernizing our infrastructure, leveraging AI, enacting certain workforce planning initiatives, optimizing utilization of our distributed workforce and implementing other initiatives targeted at improving efficiencies in our business.
As our customers grow their businesses and extend the use of our platform, they sometimes create multiple customer accounts with us for operational or other reasons.
As our customers grow their businesses and extend the use of our 46 Table of Contents platform, they sometimes create multiple customer accounts with us for operational or other reasons.
Subscription customers are generally invoiced in advance at the start of the contract term. In the years ended December 31, 2024, 2023 and 2022, we generated 28%, 29% and 27% of our revenue, respectively, from non-usage‑based fees.
Subscription customers are generally invoiced in advance at the start of the contract term. In the years ended December 31, 2025, 2024 and 2023, we generated 26%, 28% and 29% of our revenue, respectively, from non-usage‑based fees.
With respect to changes in operating assets and liabilities, accounts receivable and prepaid expenses increased $141.4 million primarily due to revenue growth, timing of cash receipts and pre-payments of our cloud infrastructure fees and certain operating expenses.
With respect to changes in operating assets and liabilities, accounts receivable and prepaid expenses increased $44.5 million primarily due to revenue growth, timing of cash receipts and pre-payments of our cloud infrastructure fees and certain operating expenses.
Refer to Note 10, Note 14 and Note 17(a) to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K for discussions of our obligations and commitments related to leases, debt and other purchase obligations.
Refer to Note 10, Note 15 and Note 18(a) to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K for discussions of our obligations and commitments related to leases, debt and other purchase obligations.
This combination of flexible APIs and software solutions helps businesses of all sizes and across numerous industries to benefit from smarter and more streamlined engagement at every step of the customer journey, including reduced customer acquisition costs, lasting loyalty and increased customer value.
This combination of flexible APIs and software solutions, together with our customer data capabilities, helps businesses of all sizes and across numerous industries to benefit from smarter and more streamlined engagement at every step of the customer journey, including reduced customer acquisition costs, lasting loyalty, and increased customer value.
Our arrangements do not contain general rights of return. However, credits may be issued on a case-by-case basis. Credits are accounted for as variable consideration, are estimated based on historical trends and are recorded against revenue. The contracts do not provide customers with the right to take possession of the software supporting the applications.
However, credits may be issued on a case-by-case basis. Credits are accounted for as variable consideration, are estimated based on historical trends and are recorded against revenue. The contracts do not provide customers with the right to take possession of the software supporting the applications.
Sales and marketing expenses also include expenditures related to advertising, marketing, brand awareness activities, costs related to our SIGNAL customer and developer conferences, credit card processing fees, professional services fees, depreciation, amortization of acquired intangible assets and an allocation of our general overhead expenses. Sales and marketing expenses are generally directly attributable to each segment.
Sales and marketing expenses also include expenditures related to advertising, marketing, brand awareness activities, costs related to our SIGNAL customer and developer conferences, credit card processing fees, professional services fees, depreciation, amortization of acquired intangible assets and an allocation of our general overhead expenses.
We define U.S. revenue as revenue from customers with IP addresses or mailing addresses at the time of registration in the United States. We define international revenue as revenue from customers with IP addresses or mailing addresses at the time of registration outside of the United States. Cost of Revenue and Gross Profit Cost of Revenue .
We define U.S. revenue as revenue from customers with IP addresses or mailing addresses at the time of registration in the United States. We define international revenue as revenue from customers with IP addresses or mailing addresses at the time of registration outside of the United States.
Key Components of Statements of Operations Revenue Revenue. We recognize revenue from our products on either a usage basis or a subscription basis, depending on the nature of the product and the type of customer contract. 51 Table of Contents The majority of our Communications reportable segment revenue is derived from usage-based fees.
Key Components of Statements of Operations Revenue Revenue. We recognize revenue from our products on either a usage basis or a subscription basis, depending on the nature of the product and the type of customer contract. The majority of our revenue is derived from usage-based fees.
Our future capital requirements, the adequacy of our available funds and our cash from operations depend on many factors and are affected by various risks and uncertainties, including those set forth in Part I, Item 1A, “Risk Factors.” Share Repurchase Programs In February 2023, our board of directors authorized the repurchase of up to $1.0 billion in aggregate value of our Class A common stock.
Our future capital requirements, the adequacy of our available funds and our cash from operations depend on many factors and are affected by various risks and uncertainties, including those set forth in Part I, Item 1A, “Risk Factors.” 54 Table of Contents Share Repurchase Program In January 2025, our board of directors authorized the repurchase of up to $2.0 billion in aggregate value of our Class A common stock.
Our subscription-based fees are derived from our software products, such as Segment, Flex, Email and Marketing Campaigns, and certain other non-usage-based contracts, such as with the sales of short codes and customer support. Non-usage-based contracts revenue is recognized on a ratable basis over the contractual term which is generally from one to three years.
Our subscription-based fees are derived from our software products, such as Segment, Email and Marketing Campaigns, and certain other non-usage-based contracts, such as with the sales of short codes. Non-usage-based contracts revenue is recognized on a ratable basis over the contractual term which is generally from one to three years. Our arrangements do not contain general rights of return.
This increase was primarily attributable to the increased usage of our products by our existing customers, as reflected in our Communications Dollar‑Based Net Expansion Rate of 105%, as well as $201.6 million in revenue derived from our new Communications Active Customer Accounts.
This increase was primarily attributable to the increased usage of our products by our existing customers, as reflected in our Dollar‑Based Net Expansion Rate of 108%, as well as an increase of $242.0 million in revenue derived from our new Active Customer Accounts.
Accrued expenses and other current liabilities increased $87.4 million primarily driven by a $109.8 million accrual related to our company-wide bonus program introduced in 2024, offset by a $28.8 million decrease in our restructuring liability. Operating lease liabilities decreased $48.8 million due to payments made against our operating lease obligations.
Accrued expenses and other current liabilities increased $87.4 million primarily driven by a $109.8 million accrual related to our company-wide bonus program introduced in 2024, offset by a $28.8 million decrease in our restructuring liability.
Year Ended December 31, 2024 2023 2022 Active Customer Accounts 325,000 305,000 290,000 Total Revenue (in thousands) $ 4,458,036 $ 4,153,945 $ 3,826,321 Total Revenue Growth Rate 7 % 9 % 35 % Dollar-Based Net Expansion Rate 104 % 103 % 121 % 50 Table of Contents Active Customer Accounts We define an Active Customer Account at the end of any period as an individual account, as identified by a unique account identifier, for which we have recognized at least $5 of revenue in the last month of the period.
Year Ended December 31, 2025 2024 2023 Active Customer Accounts 402,000 325,000 305,000 Total Revenue (in thousands) $ 5,067,220 $ 4,458,036 $ 4,153,945 Total Revenue Growth Rate 14 % 7 % 9 % Dollar-Based Net Expansion Rate 108 % 104 % 103 % Active Customer Accounts We define an Active Customer Account at the end of any period as an individual account, as identified by a unique account identifier, for which we have recognized at least $5 of revenue in the last month of the period.
For a comprehensive overview of our business, our platform and our products refer to Part I, Item 1, “Business,” included elsewhere in this Annual Report on Form 10-K.
For a comprehensive overview of our business, our platform and our products refer to Part I, Item 1, “Business,” included elsewhere in this Annual Report on Form 10-K. Factors Affecting Our Results of Operations We are focused on innovation and durable, profitable growth.
We believe that operating as one organization best positions us as we seek to deliver one trusted, smart and integrated platform that enables more personalized communications and engagements for customers. Despite realigning our organizational structure, we continue to have two reportable segments.
We believe that operating as one organization best positions us as we seek to deliver one trusted, smart and integrated platform that enables more personalized communications and engagements for customers.
Our actual results could differ from these estimates. We believe that the accounting policies, assumptions and estimates associated with revenue recognition have the greatest potential impact on our consolidated financial statements. Therefore, we consider these to be our critical accounting policies and estimates.
Our estimates are based on historical experience and various other assumptions that we believe to be reasonable under the circumstances. Our actual results could differ from these estimates. We believe that the accounting policies, assumptions and estimates associated with revenue recognition have the greatest potential impact on our consolidated financial statements.
To increase revenue and grow market share, we intend to drive product innovation, leverage predictive and generative AI, further enhance our ISV, reseller and other partner relationships, improve our self-service capabilities, cross-sell our products, expand internationally, enhance Segment data warehouse interoperability, and reduce time to value for Segment.
To increase revenue and grow market share, we intend to drive product innovation, leverage predictive and generative AI, further enhance our independent software vendor (“ISV”), reseller and other partner relationships, improve our self-service capabilities, cross-sell our products, and expand internationally.
Other Expenses, net Year Ended December 31, 2024 2023 2022 2023 to 2024 Change 2022 to 2023 Change (Dollars in thousands) Share of losses from equity method investment $ 108,481 $ 121,897 $ 35,315 $ (13,416) (11) % $ 86,582 245 % Impairment of strategic investments 8,220 46,154 — (37,934) (82) % 46,154 100 % Other (income) expenses, net (81,796) (47,863) 3,009 (33,933) 71 % (50,872) (1691) % Total other expenses, net $ 34,905 $ 120,188 $ 38,324 $ (85,283) (71) % $ 81,864 214 % 2024 compared to 2023 In 2024, other expenses, net, decreased by $85.3 million, or 71%, compared to the same period last year.
Other Expenses, net Year Ended December 31, 2025 2024 2023 2024 to 2025 Change 2023 to 2024 Change (Dollars in thousands) Share of losses from equity method investment $ 101,217 $ 108,481 $ 121,897 $ (7,264) (7) % $ (13,416) (11) % Impairment of equity method investment 80,629 — — 80,629 100 % — — % Impairment of strategic investments — 8,220 $ 46,154 (8,220) (100) % (37,934) (82) % Other income, net (79,138) (81,796) (47,863) 2,658 (3) % (33,933) 71 % Total other expenses, net $ 102,708 $ 34,905 $ 120,188 $ 67,803 194 % $ (85,283) (71) % In 2025, other expenses, net, increased by $67.8 million, or 194%, compared to the same period last year.
Revenue from acquisitions does not impact the Dollar-Based Net Expansion Rate calculation until the quarter following the one-year anniversary of the applicable acquisition, unless the acquisition closing date is the first day of a quarter. As a result, for the year ended December 31, 2024, our Dollar-Based Net Expansion Rate excludes the contributions from acquisitions made after October 1, 2023.
Revenue from acquisitions does not impact the Dollar-Based Net Expansion Rate calculation until the quarter following the one-year anniversary of the applicable acquisition, unless the acquisition closing date is the first day of a quarter.
General and administrative expenses also include costs related to business acquisitions and dispositions, legal and other professional services fees, certain taxes, depreciation and amortization, charitable contributions and an allocation of our general overhead expenses.
General and administrative expenses also include costs related to business acquisitions and dispositions, legal and other professional services fees, certain taxes, depreciation and amortization, charitable contributions and an allocation of our general overhead expenses. Restructuring Costs. Restructuring costs consist primarily of personnel costs, such as employee severance payments, benefits and certain facilitation costs, associated with our workforce reductions.
Impairment of long-lived assets consists of impairment of intangible assets and certain operating right-of-use assets and the associated leasehold improvements and property and equipment when the carrying amounts of these assets exceed their respective fair values.
Restructuring costs also include stock-based compensation expense related to vesting of stock-based awards of the impacted employees. Impairment of Long-Lived Assets. Impairment of long-lived assets consists of impairments of intangible assets and certain operating right-of-use assets and the associated leasehold improvements and property and equipment when the carrying amounts of these assets exceed their respective fair values.
GAAP. The preparation of these consolidated financial statements requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenue, expenses and related disclosures. We evaluate our estimates and assumptions on an ongoing basis. Our estimates are based on historical experience and various other assumptions that we believe to be reasonable under the circumstances.
Critical Accounting Policies and Estimates Our consolidated financial statements are prepared in accordance with U.S. GAAP. The preparation of these consolidated financial statements requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenue, expenses and related disclosures. We evaluate our estimates and assumptions on an ongoing basis.
Repurchases under this program can be made through open market, private transactions or other means, in compliance with applicable federal securities laws, and could include repurchases pursuant to Rule 10b5-1 trading plans.
Repurchases under this program can be made through open market, private transactions or other means, in compliance with applicable federal securities laws, and can include repurchases pursuant to Rule 10b5-1 trading plans. We have discretion in determining the conditions under which shares may be repurchased from time to time. The program expires on December 31, 2027.
Non‑GAAP Gross Profit and Non‑GAAP Gross Margin For the periods presented, we define non‑GAAP gross profit and non‑GAAP gross margin as GAAP gross profit and GAAP gross margin, respectively, adjusted to exclude, as applicable, certain expenses as presented in the table below: Year Ended December 31, 2024 2023 2022 Reconciliation: (In thousands) GAAP gross profit $ 2,278,212 $ 2,043,930 $ 1,813,577 GAAP gross margin 51 % 49 % 47 % Non-GAAP adjustments: Stock-based compensation 22,001 26,343 21,136 Amortization of acquired intangibles 62,728 113,266 122,653 Payroll taxes related to stock-based compensation 1,133 699 539 Non-GAAP gross profit $ 2,364,074 $ 2,184,238 $ 1,957,905 Non-GAAP gross margin 53 % 53 % 51 % 54 Table of Contents Non‑GAAP Operating Expenses For the periods presented, we define non‑GAAP operating expenses (including categories of operating expenses) as GAAP operating expenses (and categories of operating expenses) adjusted to exclude, as applicable, certain expenses as presented in the table below: Year Ended December 31, 2024 2023 2022 Reconciliation: (In thousands) GAAP operating expenses $ 2,331,920 $ 2,920,471 $ 3,018,885 Non-GAAP adjustments: Stock-based compensation (591,428) (636,499) (763,149) Amortization of acquired intangibles (49,123) (79,041) (83,528) Acquisition and divestiture related expenses — (5,555) (2,621) Loss on net assets divested — (32,277) — Payroll taxes related to stock-based compensation (8,509) (12,286) (23,293) Charitable contributions (19,907) (17,346) (9,541) Restructuring costs (13,273) (165,733) (76,636) Impairment of long-lived assets — (320,504) (97,722) Non-GAAP operating expenses $ 1,649,680 $ 1,651,230 $ 1,962,395 Non‑GAAP Income (Loss) from Operations and Non‑GAAP Operating Margin For the periods presented, we define non‑GAAP income (loss) from operations and non‑GAAP operating margin as GAAP loss from operations and GAAP operating margin, respectively, adjusted to exclude, as applicable, certain expenses as presented in the table below: Year Ended December 31, 2024 2023 2022 Reconciliation: (In thousands) GAAP loss from operations $ (53,708) $ (876,541) $ (1,205,308) GAAP operating margin (1) % (21) % (32) % Non-GAAP adjustments: Stock-based compensation 613,429 662,842 784,285 Amortization of acquired intangibles 111,851 192,307 206,181 Acquisition and divestiture related expenses — 5,555 2,621 Loss on net assets divested — 32,277 — Payroll taxes related to stock-based compensation 9,642 12,985 23,832 Charitable contributions 19,907 17,346 9,541 Restructuring costs 13,273 165,733 76,636 Impairment of long-lived assets — 320,504 97,722 Non-GAAP income (loss) from operations $ 714,394 $ 533,008 $ (4,490) Non-GAAP operating margin 16 % 13 % — % 55 Table of Contents Free Cash Flow and Free Cash Flow Margin For the periods presented, we define free cash flow as net cash provided by (used in) operating activities less capitalized software development costs and purchases of long-lived and intangible assets, and we define free cash flow margin as free cash flow divided by revenue, as presented in the table below: Year Ended December 31, 2024 2023 2022 Reconciliation: (In thousands) Net cash provided by (used in) operating activities $ 716,241 $ 414,752 $ (254,368) Operating cash flow margin 16 % 10 % (7) % Non-GAAP adjustments: Capitalized software development costs (51,808) (39,925) (45,761) Purchases of long-lived and intangible assets (6,978) (11,310) (34,421) Free cash flow $ 657,455 $ 363,517 $ (334,550) Free cash flow margin 15 % 9 % (9) % Net cash provided by (used in) investing activities $ 1,370,837 $ 228,603 $ (616,452) Net cash (used in) provided by financing activities $ (2,311,572) $ (643,610) $ 45,007 56 Table of Contents Results of Operations The following table sets forth our results of operations for the periods presented.
Non‑GAAP Gross Profit and Non‑GAAP Gross Margin For the periods presented, we define non‑GAAP gross profit and non‑GAAP gross margin as GAAP gross profit and GAAP gross margin, respectively, adjusted to exclude, as applicable, certain expenses as presented in the table below: Year Ended December 31, 2025 2024 2023 Reconciliation: (In thousands) GAAP gross profit $ 2,478,734 $ 2,278,212 $ 2,043,930 GAAP gross margin 49 % 51 % 49 % Non-GAAP adjustments: Stock-based compensation 16,570 22,001 26,343 Amortization of acquired intangibles 62,467 62,728 113,266 Payroll taxes related to stock-based compensation 1,466 1,133 699 Non-GAAP gross profit $ 2,559,237 $ 2,364,074 $ 2,184,238 Non-GAAP gross margin 51 % 53 % 53 % 52 Table of Contents Non‑GAAP Operating Expenses For the periods presented, we define non‑GAAP operating expenses (including categories of operating expenses) as GAAP operating expenses (and categories of operating expenses) adjusted to exclude, as applicable, certain expenses as presented in the table below: Year Ended December 31, 2025 2024 2023 Reconciliation: (In thousands) GAAP operating expenses $ 2,320,932 $ 2,331,920 $ 2,920,471 Non-GAAP adjustments: Stock-based compensation (582,084) (591,428) (636,499) Amortization of acquired intangibles (45,607) (49,123) (79,041) Acquisition and divestiture related expenses (486) — (5,555) Loss on net assets divested — — (32,277) Payroll taxes related to stock-based compensation (23,288) (8,509) (12,286) Charitable contributions (18,940) (19,907) (17,346) Restructuring costs (15,030) (13,273) (165,733) Impairment of long-lived assets (1,849) — (320,504) Gain on lease termination 1,556 — — Non-GAAP operating expenses $ 1,635,204 $ 1,649,680 $ 1,651,230 Non‑GAAP Income from Operations and Non‑GAAP Operating Margin For the periods presented, we define non‑GAAP income from operations and non‑GAAP operating margin as GAAP income (loss) from operations and GAAP operating margin, respectively, adjusted to exclude, as applicable, certain expenses as presented in the table below: Year Ended December 31, 2025 2024 2023 Reconciliation: (In thousands) GAAP income (loss) from operations $ 157,802 $ (53,708) $ (876,541) GAAP operating margin 3 % (1) % (21) % Non-GAAP adjustments: Stock-based compensation 598,654 613,429 662,842 Amortization of acquired intangibles 108,074 111,851 192,307 Acquisition and divestiture related expenses 486 — 5,555 Loss on net assets divested — — 32,277 Payroll taxes related to stock-based compensation 24,754 9,642 12,985 Charitable contributions 18,940 19,907 17,346 Restructuring costs 15,030 13,273 165,733 Impairment of long-lived assets 1,849 — 320,504 Gain on lease termination (1,556) — — Non-GAAP income from operations $ 924,033 $ 714,394 $ 533,008 Non-GAAP operating margin 18 % 16 % 13 % 53 Table of Contents Free Cash Flow and Free Cash Flow Margin For the periods presented, we define free cash flow as net cash provided by operating activities less capitalized software development costs and purchases of long-lived and intangible assets, and we define free cash flow margin as free cash flow divided by revenue, as presented in the table below: Year Ended December 31, 2025 2024 2023 Reconciliation: (In thousands) Net cash provided by operating activities $ 1,003,244 $ 716,241 $ 414,752 Operating cash flow margin 20 % 16 % 10 % Non-GAAP adjustments: Capitalized software development costs (51,969) (51,808) (39,925) Purchases of long-lived and intangible assets (5,848) (6,978) (11,310) Free cash flow $ 945,427 $ 657,455 $ 363,517 Free cash flow margin 19 % 15 % 9 % Net cash provided by investing activities $ 80,948 $ 1,370,837 $ 228,603 Net cash used in financing activities $ (833,095) $ (2,311,572) $ (643,610) Liquidity and Capital Resources As of December 31, 2025, we had cash and cash equivalents of $682.3 million and short-term marketable securities of $1.8 billion.
By combining our leading communications capabilities, plus rich contextual data, plus generative and predictive AI, we enable businesses of all sizes to revolutionize how they engage with their customers by delivering seamless, trusted and personalized customer experiences at scale.
Overview We envision a world in which every digital interaction is amazing. By combining our leading communications capabilities with rich contextual data and AI, we provide the infrastructure for businesses of all sizes to revolutionize how they engage with their customers by delivering seamless, trusted, and personalized customer experiences at scale.
A single organization may constitute multiple unique Active Customer Accounts if it has multiple account identifiers, each of which is treated as a separate Active Customer Account. Active Customer Accounts excludes customer accounts from Zipwhip, Inc. (“Zipwhip”).
A single organization may constitute multiple unique Active Customer Accounts if it has multiple account identifiers, each of which is treated as a separate Active Customer Account. Active Customer Accounts excludes customer accounts from Zipwhip, Inc. (“Zipwhip”). When presented in this Annual Report on Form 10-K, the number of Active Customer Accounts is rounded down to the nearest thousand.
Key Business Metrics We review a number of operational and financial metrics, including Active Customer Accounts and Dollar-Based Net Expansion Rate, to evaluate our business, measure our performance, identify trends affecting our business, formulate business plans and make strategic decisions.
For additional details, see Part I, Item 1A, “Risk Factors” in this Annual Report on Form 10-K. 45 Table of Contents Key Business Metrics We review a number of operational and financial metrics, including Active Customer Accounts and Dollar-Based Net Expansion Rate, to evaluate our business, measure our performance, identify trends affecting our business, formulate business plans and make strategic decisions.
Operating Expenses Year Ended December 31, 2024 2023 2022 2023 to 2024 Change 2022 to 2023 Change (Dollars in thousands) Research and development $ 1,008,747 $ 942,790 $ 1,079,081 $ 65,957 7 % $ (136,291) (13) % Sales and marketing 860,821 1,022,985 1,248,032 (162,164) (16) % (225,047) (18) % General and administrative 449,079 468,459 517,414 (19,380) (4) % (48,955) (9) % Restructuring costs 13,273 165,733 76,636 (152,460) (92) % 89,097 116 % Impairment of long-lived assets — 320,504 97,722 (320,504) (100) % 222,782 228 % Total operating expenses $ 2,331,920 $ 2,920,471 $ 3,018,885 $ (588,551) (20) % $ (98,414) (3) % 2024 compared to 2023 In 2024, research and development expenses increased by $66.0 million, or 7%, compared to the same period last year.
Operating Expenses Year Ended December 31, 2025 2024 2023 2024 to 2025 Change 2023 to 2024 Change (Dollars in thousands) Research and development $ 1,020,159 $ 1,008,747 $ 942,790 $ 11,412 1 % $ 65,957 7 % Sales and marketing 873,216 860,821 1,022,985 12,395 1 % (162,164) (16) % General and administrative 410,678 449,079 468,459 (38,401) (9) % (19,380) (4) % Restructuring costs 15,030 13,273 165,733 1,757 13 % (152,460) (92) % Impairment of long-lived assets 1,849 — 320,504 1,849 100 % (320,504) (100) % Total operating expenses $ 2,320,932 $ 2,331,920 $ 2,920,471 $ (10,988) — % $ (588,551) (20) % In 2025, research and development expenses increased by $11.4 million, or 1%, compared to the same period last year.
In 2023, cash provided by operating activities consisted primarily of our net loss of $1.0 billion adjusted for non-cash items, including $675.9 million of stock-based compensation expense, $284.4 million of depreciation and amortization expense, $320.5 million of impairment of intangible assets and other long-lived assets, $72.9 million amortization of deferred commissions, $27.0 million of non-cash reduction in our operating right-of-use asset, $121.9 million of share of losses from equity method investments, $51.9 million of provision for bad debt and $230.6 million of cumulative changes in operating assets and liabilities.
In 2024, cash provided by operating activities consisted primarily of our net loss of $109.4 million adjusted for non-cash items, including $616.6 million of stock-based compensation expense, $206.0 million of depreciation and amortization expense, $76.3 million amortization of deferred commissions, $19.1 million of non-cash reduction in our operating right-of-use asset, $108.5 million of share of losses from equity method investments, $35.4 million of provision for doubtful accounts and $234.1 million of cumulative changes in operating assets and liabilities.
Recent Accounting Pronouncements Not Yet Adopted See Note 2(af) to the consolidated financial statements included elsewhere in this Annual Report on Form 10-K for a discussion of recent accounting pronouncements not yet adopted. 65 Table of Contents
Amounts that have been invoiced are recorded in accounts receivable and in revenue or deferred revenue depending on whether the revenue recognition criteria have been met. 56 Table of Contents Recent Accounting Pronouncements Not Yet Adopted See Note 2(af) to the consolidated financial statements included elsewhere in this Annual Report on Form 10-K for a discussion of recent accounting pronouncements not yet adopted.
As of December 31, 2024, the accrued bonus liability was $109.8 million recorded in the accrued expenses and other current liabilities in our consolidated balance sheet included elsewhere in this Annual Report on Form 10-K. The bonus will be paid in March of 2025.
As of December 31, 2025, we had an accrued bonus liability of $136.2 million related to our company-wide bonus program recorded in accrued expenses and other current liabilities in our consolidated balance sheet included elsewhere in this Annual Report on Form 10-K.
Cost of Revenue and Gross Profit Year Ended December 31, 2024 2023 2022 2023 to 2024 Change 2022 to 2023 Change (Dollars in thousands) Cost of revenue $ 2,179,824 $ 2,110,015 $ 2,012,744 $ 69,809 3 % $ 97,271 5 % Gross profit $ 2,278,212 $ 2,043,930 $ 1,813,577 $ 234,282 11 % $ 230,353 13 % 2024 compared to 2023 In 2024, cost of revenue increased by $69.8 million, or 3%, compared to the same period last year.
Cost of Revenue and Gross Profit Year Ended December 31, 2025 2024 2023 2024 to 2025 Change 2023 to 2024 Change (Dollars in thousands) Cost of revenue $ 2,588,486 $ 2,179,824 $ 2,110,015 $ 408,662 19 % $ 69,809 3 % Gross profit $ 2,478,734 $ 2,278,212 $ 2,043,930 $ 200,522 9 % $ 234,282 11 % 50 Table of Contents In 2025, cost of revenue increased by $408.7 million, or 19%, compared to the same period last year.
See Note 2 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K for a discussion of our accounting policies. Revenue Recognition Revenue is recognized upon transfer of control of promised products or services to customers in an amount that reflects the consideration we expect to receive in exchange for those products or services.
Revenue Recognition Revenue is recognized upon transfer of control of promised products or services to customers in an amount that reflects the consideration we expect to receive in exchange for those products or services.
We have discretion in determining the conditions under which shares may be repurchased from time to time. 2029 Notes and 2031 Notes In March 2021, we issued and sold $1.0 billion aggregate principal amount of senior notes, consisting of $500.0 million principal amount of 3.625% notes due 2029 (the “2029 Notes”) and $500.0 million principal amount of 3.875% notes due 2031 (the “2031 Notes,” and together with the 2029 Notes, the “Notes”).
In the year ended December 31, 2025, we repurchased $854.6 million in aggregate value, or 8.0 million shares, of our Class A common stock. 2029 Notes and 2031 Notes In March 2021, we issued and sold $1.0 billion aggregate principal amount of senior notes, consisting of $500.0 million principal amount of 3.625% notes due 2029 (the “2029 Notes”) and $500.0 million principal amount of 3.875% notes due 2031 (the “2031 Notes,” and together with the 2029 Notes, the “Notes”).
Provision for Income Taxes Our provision for income taxes consists primarily of federal, state and foreign income taxes and withholding taxes in foreign jurisdictions in which the Company conducts business.
Provision for Income Taxes Our provision for income taxes consists primarily of federal, state and foreign income taxes and withholding taxes in foreign jurisdictions in which the Company conducts business. From time to time, we may recognize tax benefits arising from various matters, including newly enacted legislations.
Our actual results may differ materially from those anticipated in these forward-looking statements as a result of various factors, including those set forth under Part I, Item 1A, “Risk Factors” in this Annual Report on Form 10-K. Overview We envision a world in which every digital interaction between businesses and their customers is amazing.
Our actual results may differ materially from those anticipated in these forward-looking statements as a result of various factors, including those set forth under Part I, Item 1A, “Risk Factors” in this Annual Report on Form 10-K. This Item generally discusses our results of operations for the year ended December 31, 2025, compared to the year ended December 31, 2024.
These Notes are described in detail in Note 14 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K. 63 Table of Contents Cash Flows The following table summarizes our cash flows: Year Ended December 31, 2024 2023 2022 (In thousands) Cash provided by (used in) operating activities $ 716,241 $ 414,752 $ (254,368) Cash provided by (used in) investing activities 1,370,837 228,603 (616,452) Cash (used in) provided by financing activities (2,311,572) (643,610) 45,007 Effect of exchange rate changes on cash, cash equivalents and restricted cash — 108 60 Net decrease in cash, cash equivalents and restricted cash $ (224,494) $ (147) $ (825,753) Cash Flows from Operating Activities In 2024, cash provided by operating activities consisted primarily of our net loss of $109.4 million adjusted for non-cash items, including $616.6 million of stock-based compensation expense, $206.0 million of depreciation and amortization expense, $76.3 million amortization of deferred commissions, $19.1 million of non-cash reduction in our operating right-of-use asset, $108.5 million of share of losses from equity method investments, $35.4 million of provision for doubtful accounts and $234.1 million of cumulative changes in operating assets and liabilities.
Cash Flows The following table summarizes our cash flows: Year Ended December 31, 2025 2024 2023 (In thousands) Cash provided by operating activities $ 1,003,244 $ 716,241 $ 414,752 Cash provided by investing activities 80,948 1,370,837 228,603 Cash used in financing activities (833,095) (2,311,572) (643,610) Effect of exchange rate changes on cash, cash equivalents and restricted cash — — 108 Net increase (decrease) in cash, cash equivalents and restricted cash $ 251,097 $ (224,494) $ (147) Cash Flows from Operating Activities In 2025, cash provided by operating activities consisted primarily of our net income of $33.8 million adjusted for non-cash items, including $600.4 million of stock-based compensation expense, $195.4 million of depreciation and amortization expense, $101.2 million of our share of losses from equity method investment, $80.6 million of impairment related to our equity method investment, $74.5 million in amortization of deferred commissions, $22.0 million of non-cash reductions in our operating right-of-use asset and $113.9 million of cumulative changes in operating assets and liabilities.
Our principal sources of liquidity have been (i) the payments received from customers using our products; (ii) public equity offerings, most recently in February 2021; and (iii) debt financings, most recently the issuance of our 2029 Notes and 2031 Notes (each, as defined below) in March 2021. 62 Table of Contents Our primary uses of cash include operating costs, such as personnel-related costs, network service provider costs, cloud infrastructure costs, facility-related spending, acquisitions and investments we may make from time to time, and repurchases of common stock under our share repurchase program.
Our principal sources of liquidity have been (i) the payments received from customers using our products; (ii) public equity offerings, most recently in February 2021; and (iii) debt financings, most recently the issuance of our 2029 Notes and 2031 Notes (each, as defined below) in March 2021.
We also experience 49 Table of Contents seasonal trends due to increased consumer activity in the fourth quarter, which may result in lower sequential revenue in the first quarter.
Our usage-based revenue is also more immediately impacted by changes in consumer spending and macroeconomic conditions than our subscription-based revenue. We also experience seasonal trends due to increased consumer activity in the fourth quarter, which may result in lower sequential revenue in the first quarter.
Revenue from divestitures does not impact the Dollar-Based Net Expansion Rate calculation beginning in the quarter the divestiture closed, unless the divestiture closing date is the last day of a quarter. As a result, for the year ended December 31, 2024, our Dollar-Based Net Expansion Rate excludes the contributions from divestitures made after December 31, 2023.
Revenue from divestitures does not impact the Dollar-Based Net Expansion Rate calculation beginning in the quarter the divestiture closed, unless the divestiture closing date is the last day of a quarter. We believe that measuring Dollar-Based Net Expansion Rate provides an important indication of the performance of our efforts to increase revenue from existing customers.
In 2023, cash used in financing activities was $643.6 million primarily consisting of $668.8 million of cash paid to repurchase 11.3 million shares of our common stock in the open market, including related costs, offset by $43.8 million in proceeds from stock options exercised by our employees and shares issued under our employee stock purchase plan. 64 Table of Contents Critical Accounting Policies and Estimates Our consolidated financial statements are prepared in accordance with U.S.
Cash Flows from Financing Activities In 2025, cash used in financing activities was $833.1 million primarily consisting of $868.9 million of cash paid to repurchase 8.0 million shares of our common stock, including related costs, offset by $41.4 million in proceeds from stock options exercised by our employees and shares issued under our employee stock purchase plan.
In the years ended December 31, 2024, 2023, and 2022, our 10 largest Active Customer Accounts generated an aggregate of 10%, 10% and 12% of our total revenue, respectively. Factors Affecting Our Results of Operations We are focused on innovation, profit, and growth.
In the years ended December 31, 2025, 2024, and 2023, our 10 largest Active Customer Accounts generated an aggregate of 9%, 10% and 10% of our total revenue, respectively. Cost of Revenue and Gross Profit Cost of Revenue . Cost of revenue consists primarily of fees paid to network service providers.
When our usage-based products are embedded into our subscription-based products, we charge for each product separately on a usage or subscription basis, respectively, and record the revenue in the reportable segment in which each product resides.
Examples of our primarily subscription-based products are Email and Segment. For subscription-based revenue derived from these products, we recognize revenue evenly over the contract term. When our usage-based products are embedded into our subscription-based products, or when multiple products are purchased together as a solution, we charge for each product separately on a usage or subscription basis, as applicable.
We are investing strategically in alignment with our focus on building a trusted, leading customer engagement platform. Sales and Marketing. Sales and marketing expenses consist primarily of personnel costs, including commissions and bonuses to our sales employees.
Sales and marketing expenses consist primarily of personnel costs, including commissions and bonuses to our sales employees.
The decrease was primarily attributable to the significant restructuring costs incurred in the 2023 period related to our February 2023 and December 2023 restructuring activities. In 2024, impairment of long-lived assets decreased by $320.5 million, or 100%, compared to the same period last year.
In 2025, restructuring costs increased by $1.8 million, or 13%, compared to the same period last year. The restructuring activities in both periods were not significant. In 2025, impairment of long-lived assets increased by $1.8 million, or 100%, compared to the same period last year. The impairment amount was not significant.
Our revenue is primarily derived from usage-based fees, which can lead to variability in our results of operations and at times create differences between our forecasts and actual results. Our usage-based revenue is also more immediately impacted by changes in consumer spending and macroeconomic conditions than our subscription-based revenue.
We are focused on driving leverage through these cost savings and efficiency initiatives, as well as efforts to drive growth in higher margin products. Our revenue is primarily derived from usage-based fees, which can lead to variability in our results of operations and at times create differences between our forecasts and actual results.
The primary difference between our effective tax rate and the federal statutory rate relates to the valuation allowance the Company established on the federal, state and certain foreign net operating losses and credits. 53 Table of Contents Non-GAAP Financial Measures We use the following non‑GAAP financial information to evaluate our ongoing operations and for internal planning and forecasting purposes.
Benefits from income taxes may fully or partially offset the provision for income taxes within a reporting period. The primary difference between our effective tax rate and the federal statutory rate relates to the valuation allowance the Company established on the federal, state and certain foreign net operating losses and credits.
The decrease in general and administrative expenses was partially offset by an $18.3 million increase in professional services fees and an $11.9 million increase in bonus expenses as a result of the introduction of our new cash bonus program. In 2024, restructuring costs decreased by $152.5 million, or 92%, compared to the same period last year.
In 2025, general and administrative expenses decreased by $38.4 million, or 9%, compared to the same period last year. The decrease was primarily attributable to a $27.2 million decrease in the provision for doubtful accounts due to strong collections and an improved aging profile of our accounts receivable, and a $13.2 million decrease in professional services fees.
In 2023, cash provided by investing activities was $228.6 million primarily consisting of $247.4 million of maturities and sales of marketable securities and other investments, net of purchases, and $38.2 million of proceeds from divestitures, net of cash divested, partially offset by $39.9 million related to capitalized software development costs and $11.3 million related to purchases of long-lived assets.
Operating lease liabilities decreased $48.8 million due to payments made against our operating lease obligations. 55 Table of Contents Cash Flows from Investing Activities In 2025, cash provided by investing activities was $80.9 million primarily consisting of $200.3 million of maturities and sales of marketable securities and other investments, net of purchases, partially offset by $61.5 million of net cash paid to acquire other businesses as described in Note 11 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K, $52.0 million related to capitalized software development costs and $5.8 million related to purchases of long-lived assets.
This increase was primarily attributable to a $51.4 million increase in network service providers’ costs, net of the impact of the hedging instruments, and a $28.7 million increase in hosting fees, which support the growth in usage of our products by our new and existing customers.
This increase was primarily attributable to a $362.4 million increase in network service providers’ costs, net of the impact of the hedging instruments, which includes $49.5 million of the incremental A2P fees introduced by a major U.S. carrier during 2025. In 2025, gross profit increased by $200.5 million, or 9%, compared to the same period last year.
Our gross margin is also impacted by the mix of U.S. messaging termination compared to international messaging termination, as international messaging has lower gross margins. We migrated part of Segment’s architecture to a new infrastructure provider in 2024, which we expect will allow us to recognize greater operational efficiency and scale up new AI-driven products and features.
Our gross margin is also impacted by the mix of U.S. messaging termination compared to international messaging termination, as international messaging has lower gross margins. In June 2025, a major U.S. mobile carrier increased network service provider fees for A2P messages delivered to its subscribers.
In 2024, general and administrative expenses decreased by $19.4 million, or 4%, compared to the same period last year.
Fluctuations in the various research and development expense categories were not significant either individually or in the aggregate. In 2025, sales and marketing expenses increased by $12.4 million, or 1%, compared to the same period last year. Fluctuations in the various sales and marketing expense categories were not significant either individually or in the aggregate.
The bonus payout amount for each eligible participant is determined based on the Company and the individual full year performance metrics. In the year ended December 31, 2024, we recorded $134.1 million of expense related to this program.
The bonus payout will be determined for each eligible recipient based on Company and individual performance metrics and paid in March 2026, which we expect to impact our cash flows in the first quarter of 2026.
These decreases were partially offset by a $32.3 million loss on divestiture related to the sale of our ValueFirst business and our IoT asset group. For further detail on the restructuring plans and divestitures, refer to Note 7 and Note 5, respectively, to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K.
Therefore, we consider these to be our critical accounting policies and estimates. See Note 2 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K for a discussion of our accounting policies.