Biggest changeDuring the year ended December 31, 2021, stock-based compensation expense recognized included a cumulative charge associated with certain RSUs for which the service-based vesting condition had been satisfied upon the completion of the liquidity event. 59 Table of Contents The following table sets forth our consolidated statements of operations data for the periods presented, as a percentage of revenue: Year Ended December 31, 2023 2022 2021 Revenue 100 % 100 % 100 % Cost of revenue 17 19 21 Gross profit 83 81 79 Operating expense: Research and development 23 27 32 Sales and marketing 60 69 70 General administrative 29 32 32 Total operating expenses 112 128 134 Loss from operations (29) (47) (55) Interest and other income, net 8 2 6 Loss before income taxes (21) (45) (49) Provision for income taxes 2 2 3 Net loss (23) % (47) % (52) % Comparison of Fiscal Years Ended December 31, 2023 and 2022 Revenue Year Ended December 31, Change 2023 2022 $ % (dollars in thousands) Subscription services $ 582,868 $ 485,322 $ 97,546 20 % Professional services $ 13,564 $ 12,677 $ 887 7 % Total revenue $ 596,432 $ 497,999 $ 98,433 20 % Revenue increased by $98.4 million, or 20%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
Biggest change(3) General and administrative expense includes stock-based compensation expense associated with RSUs and PRSUs primarily granted to the Executive Chairman of $50.4 million, $55.9 million and $55.9 million for the years ended December 31, 2024, 2023 and 2022, respectively. 60 Table of Contents The following table sets forth our consolidated statements of operations for the periods presented, as a percentage of revenue: Year Ended December 31, 2024 2023 2022 Revenue 100 % 100 % 100 % Cost of revenue 16 17 19 Gross profit 84 83 81 Operating expense: Research and development 23 23 27 Sales and marketing 54 60 69 General administrative 25 29 32 Restructuring charges 2 — — Total operating expenses 104 112 128 Loss from operations (20) (29) (47) Interest and other income, net 7 8 2 Loss before income taxes (13) (21) (45) Provision for income taxes 1 2 2 Net loss (14) % (23) % (47) % Comparison of Fiscal Years Ended December 31, 2024 and 2023 Revenue Year Ended December 31, Change 2024 2023 $ % (dollars in thousands) Subscription services, software licenses and maintenance $ 710,744 $ 582,868 $ 127,876 22 % Professional services $ 9,676 $ 13,564 $ (3,888) (29 %) Total revenue $ 720,420 $ 596,432 $ 123,988 21 % Revenue increased by $124.0 million, or 21%, for the year ended December 31, 2024 compared to the year ended December 31, 2023.
For monthly subscriptions, we take the recurring revenue run-rate of such subscriptions for the last month of the period and multiply it by 12 to get to ARR.
For monthly subscriptions, we take the recurring revenue run-rate of such subscriptions for the last month of the period and multiply it by 12 to get to ARR.
Investing Activities Net cash provided by investing activities of $158.5 million for the year ended December 31, 2023 consisted of $166.7 million in proceeds from maturities and sales, net of purchases of marketable securities; partially offset by $2.0 million in purchases, net of proceeds from sale of property and equipment, and $6.3 million related to the capitalization of internal-use software.
Net cash provided by investing activities of $158.5 million for the year ended December 31, 2023 consisted of $166.7 million in proceeds from maturities and sales, net of purchases of marketable securities; partially offset by $2.0 million in purchases, net of proceeds from sale of property and equipment, and $6.3 million related to the capitalization of internal-use software.
Financing Activities Net cash used in financing activities of $60.6 million for the year ended December 31, 2023 consisted primarily of $68.0 million in payment of withholding taxes on net share settlement of equity awards, partially offset by $7.3 million in proceeds from issuance of common stock under our employee stock purchase plan, net.
Net cash used in financing activities of $60.6 million for the year ended December 31, 2023 consisted primarily of $68.0 million in payment of withholding taxes on net share settlement of equity awards, partially offset by $7.3 million in proceeds from issuance of common stock under our employee stock purchase plan, net.
Stock-Based Compensation We issue stock options and RSUs to employees, consultants, and directors, and stock purchase rights granted under the Employee Stock Purchase Plan (ESPP) to employees based on their estimated fair value on the date of the grant.
Stock-Based Compensation We issue stock options and RSUs to employees, consultants, and directors, and stock purchase rights granted under the 2021 Employee Stock Purchase Plan (ESPP) to employees based on their estimated fair value on the date of the grant.
The associated stock-based compensation expense is recognized over the longer of the derived service period or the requisite service period, using the accelerated attribution method. Changes in the assumptions, which are subjective and generally require significant analysis and judgement to develop, can materially affect the valuation of our equity awards and impact how much stock-based compensation expense is recognized.
The associated stock-based compensation expense is recognized over the longer of the derived service period or the requisite service period, using the accelerated attribution method. Changes in the assumptions, which are subjective and generally require significant analysis and judgment to develop, can materially affect the valuation of our equity awards and impact how much stock-based compensation expense is recognized.
As of December 31, 2023, we have two primary products with over $100 million in ARR, Freshdesk and Freshservice. We intend to invest in growing our research and development team to extend the functionality of our solutions and continue to bring new solutions to market. Our investments in our Neo platform have helped us accelerate the pace of innovation.
As of December 31, 2024, we have two primary products with over $100 million in ARR, Freshdesk and Freshservice. We intend to invest in growing our research and development team to extend the functionality of our solutions and continue to bring new solutions to market. Our investments in our Neo platform have helped us accelerate the pace of innovation.
Professional services revenue is recognized as services are performed. We generally enter into subscription agreements with our customers on monthly, annual, or multi-year terms and invoice customers in advance in either monthly or annual installments. Our payment terms generally require the customers to pay the invoiced amount in advance or within 30 days from the invoice date.
Professional services revenue is recognized as services are performed. We generally enter into subscription and software license agreements with our customers on monthly, annual, or multi-year terms and invoice customers in advance in either monthly or annual installments. Our payment terms generally require the customers to pay the invoiced amount in advance or within 30 days from the invoice date.
Off-Balance Sheet Arrangements As of December 31, 2023, we did not have any relationships with unconsolidated organizations or financial partnerships, such as structured finance or special purpose entities that would have been established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.
As of December 31, 2024, we did not have any relationships with unconsolidated organizations or financial partnerships, such as structured finance or special purpose entities that would have been established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.
Sales and marketing expense consists primarily of personnel-related costs, including salaries, related benefits, and stock-based compensation expense for our sales personnel, sales commissions for our sales force and reseller commissions for our channel sales partners, as well as costs associated with marketing activities, travel and entertainment costs, software license fees, and rental of office premises.
Sales and marketing expense consists primarily of personnel-related costs, including salaries, related benefits, and stock-based compensation expense for our sales personnel and certain executives, sales commissions for our sales force and reseller commissions for our channel sales partners, as well as costs associated with marketing activities, travel and entertainment costs, software license fees, and rental of office premises.
Sales commissions that are considered incremental costs incurred to obtain contracts with customers, are deferred and amortized over the expected benefit period of three years. Marketing activities include online lead generation, advertising, and promotional events. We expect to continue to make significant investments as we expand our customer acquisition, retention efforts and in-person marketing events and associated business travel.
Sales commissions that are considered incremental costs incurred to obtain contracts with customers, are deferred and amortized over the benefit period of three years. Marketing activities include online lead generation, advertising, and promotional events. We expect to continue to make significant investments as we expand our customer acquisition, retention efforts and marketing events and associated business travel.
The ultimate impact on our business and operations remains highly uncertain, and it is not possible for us to predict the duration and extent to which this will affect our business, productivity of our employees, future results of operations, and financial condition.
The ultimate impact on our business and operations remains highly uncertain, and it is not possible for us to predict the duration and extent to which this will affect our business, future results of operations, and financial condition.
No single customer accounted for more than 1% of ARR and our top 10 customers represented less than 5% of ARR as of December 31, 2023, and we have no significant concentration in a specific industry vertical.
No single customer accounted for more than 1% of ARR and our top 10 customers represented less than 5% of ARR as of December 31, 2024, and we have no significant concentration in a specific industry vertical.
Non-GAAP Income (Loss) From Operations and Non-GAAP Net Income (Loss) We define non-GAAP income (loss) from operations as GAAP loss from operations excluding stock-based compensation expense, employer payroll taxes on employee stock transactions and amortization of acquired intangibles.
Non-GAAP Income (Loss) From Operations and Non-GAAP Net Income (Loss) We define non-GAAP income (loss) from operations as GAAP loss from operations excluding stock-based compensation expense, employer payroll taxes on employee stock transactions, amortization of acquired intangibles, and restructuring charges.
We evaluate our estimates, assumptions, and judgments on an ongoing basis. 53 Table of Contents Our significant accounting policies are discussed in detail in Note 2, Summary of Significant Accounting Policies, to the consolidated financial statements included in Item 8 of Part II of this 10-K.
We evaluate our estimates, assumptions, and judgments on an ongoing basis. Our significant accounting policies are discussed in detail in Note 2—Summary of Significant Accounting Policies, to the consolidated financial statements included in Item 8 of Part II of this 10-K.
We believe that 51 Table of Contents the number of customers that contribute more than $5,000 in ARR is an indicator of our success in expanding upmarket to larger businesses. We also run focused programs to acquire startup and incubator customers.
We believe that the number of customers that contribute more than $5,000 in ARR is an indicator of our success in expanding upmarket to larger businesses. We also run focused programs to acquire startup and incubator customers.
The incremental borrowing rate is based on an estimate of the Company's expected unsecured borrowing rate for its notes, adjusted for tenor and collateralized security features. We estimate the incremental borrowing rate using yields for maturities that are in line with the duration of the lease payments.
The incremental borrowing rate is based on an estimate of our expected unsecured borrowing rate for our notes, adjusted for tenor and collateralized security features. We estimate the incremental borrowing rate using yields for maturities that are in line with the duration of the lease payments.
Given our subscription-based business model, the effects of the macroeconomic conditions may not be fully reflected in our revenue until future periods.
Given our business model is primarily subscription-based, the effects of the macroeconomic conditions may not be fully reflected in our revenue until future periods.
In addition, as part of our regular review of customer data that includes reviewing customers purchasing our products via resellers so we can properly attribute them as end customers, we may make adjustments that could impact the calculation of net dollar retention. Our net dollar retention rate was 108% as of December 31, 2023 and 2022.
In addition, as part of our regular review of customer data that includes reviewing customers purchasing our products via resellers so we can properly attribute them as end customers, we may make adjustments that could impact the calculation of net dollar retention rate. Our net dollar retention rate was 103% and 108% as of December 31, 2024 and 2023, respectively.
Lease liabilities are measured based on the present value of the total lease payments not yet paid, discounted based on either the rate implicit in the lease or the Company's incremental borrowing rate (the estimated rate the Company would be required to pay for a collateralized borrowing equal to the total lease payments over the term of the lease), whichever is more readily determinable.
Lease liabilities are measured based on the present value of the total lease payments not yet paid, discounted based on either the rate implicit in the lease or our incremental borrowing rate (the estimated rate we would be required to pay for a collateralized borrowing equal to the total lease payments over the term of the lease), whichever is more readily determinable.
These customers represented 47% of total ARR as of December 31, 2023, illustrating the large opportunity we have to sell additional products to our current customer base and drive growth. We continue to increase the number of customers that have entered into larger subscriptions with us.
These customers represented 46% of total ARR as of December 31, 2024, illustrating the large opportunity we have to sell additional products to our current customer base and drive growth. We continue to increase the number of customers that have entered into larger subscriptions with us.
Monthly subscriptions represented 17%, 20%, and 24% of ARR as of December 31, 2023, 2022 and 2021 respectively. The net dollar retention rate for customers on monthly contracts has generally been lower than our overall net dollar retention rate.
Monthly subscriptions represented 14%, 17%, and 20% of ARR as of December 31, 2024, 2023 and 2022, respectively. The net dollar retention rate for customers on monthly contracts has generally been lower than our overall net dollar retention rate.
Research and development expense consists primarily of personnel-related costs, including salaries, related benefits, and stock-based compensation expense for engineering and product development employees, software license fees, rental of office premises, third-party product development services and consulting expenses, and depreciation expense for equipment used in research and development activities.
Research and development expense consists primarily of personnel-related costs, including salaries, related benefits, and stock-based compensation expense for engineering and product development employees and 58 Table of Contents certain executives, software license fees, rental of office premises, third-party product development services and consulting expenses, and depreciation expense for equipment used in research and development activities.
We believe we will meet longer term expected future cash requirements and obligations through a combination of our existing cash and cash equivalents balances, cash flow from operations, and issuances of equity securities or debt offerings.
We believe we will meet longer term expected future cash requirements and obligations through a combination of our existing cash available balances, cash flow from operations, and issuances of equity securities or debt offerings, as needed.
Recent Accounting Pronouncements See “Summary of Significant Accounting Policies” in Note 2 of the notes to our consolidated financial statements for more information.
Recent Accounting Pronouncements See “Summary of Significant Accounting Policies” in Note 2 of the notes to our consolidated financial statements for more information. 64 Table of Contents
We then divide the Ending ARR by the Entering ARR to arrive at our net dollar retention rate. Ending ARR includes upsells, cross-sells, and renewals during the measurement period and is net of any contraction or attrition over this period.
We then divide the Ending ARR by the Entering ARR to arrive at our net dollar retention rate. Ending ARR includes upsells, cross-sells, renewals, and expansion as a result of acquisitions during the measurement period and is net of any contraction or attrition over this period.
Our approach to acquiring new customers allows us to benefit from user-driven, organic adoption of our products across organizations of all sizes, as well as enable our customers to standardize on our products across the organization. As of December 31, 2023 and 2022, we had more than 67,100 and 63,400 paying customers, respectively.
Our approach to acquiring new customers allows us to benefit from user-driven, organic adoption of our products across organizations of all sizes, as well as enable our customers to standardize on our products across the organization. As of December 31, 2024 and 2023, we had more than 72,200 and 67,100 paying customers, respectively.
We expect our net dollar retention rate could fluctuate in future periods due to a number of factors, including our expected growth, the level of penetration within our customer base, our ability to upsell and cross-sell products to existing customers, and our ability to retain our customers.
We expect our net dollar retention rate could fluctuate in future periods due to a number of factors, including, but not limited to, difficult macroeconomic conditions, our expected growth, the level of penetration within our customer base, our ability to upsell and cross-sell products to existing customers, and our ability to retain our customers.
Significant judgement is used to determine the expected benefit period by taking into consideration the Company’s technology life cycle and an estimated customer relationship period, including expected contract renewals.
Significant judgment is used to determine the benefit period by taking into consideration our technology life cycle and an estimated customer relationship period, including expected contract renewals.
Our net dollar retention rate of 108% for the year ended December 31, 2023 reflects the expansion within existing customers and the sale of additional products to these customers.
Our net dollar retention rate of 103% for the year ended December 31, 2024 reflects the expansion within existing customers and the sale of additional products to these customers.
During the year ended December 31, 2023, 45%, 38%, and 17% of our revenue was derived from customers in North America; Europe, Middle East and Africa; and the rest of the world, respectively. We have a significant opportunity to further expand globally.
During the year ended December 31, 2024, 46%, 38%, and 16% of our revenue was derived from customers in North America; Europe, Middle East and Africa; and the rest of the world, respectively. We have a significant opportunity to further expand globally.
We exclude the following items from one or more of our non-GAAP financial measures, including the related income tax effect of these adjustments: • Stock-based compensation expense. We exclude stock-based compensation, which is a non-cash expense, from certain of our non-GAAP financial measures because we believe that excluding this expense provides meaningful supplemental information regarding operational performance.
We exclude the following items from one or more of our non-GAAP financial measures: • Stock-based compensation expense. We exclude stock-based compensation, which is a non-cash expense, from certain of our non-GAAP financial measures because we believe that excluding this expense provides meaningful supplemental information regarding operational performance.
For the years ended December 31, 2023 and 2022, we had approximately 27% and 26%, respectively, of revenue exposure related to the Euro and British Pound Sterling. If these conditions persist, they could have a material adverse impact on our results and our ability to accurately predict our future results and earnings.
For each of the years ended December 31, 2024, 2023, and 2022 we had approximately 27%, 27%, and 26%, 51 Table of Contents respectively, of revenue exposure related to the euro and British pound. If adverse conditions arise, they could have a material adverse impact on our results and our ability to accurately predict our future results and earnings.
For the years ended December 31, 2023 and 2022, we recorded a provision for income taxes of $13.7 million, and $11.3 million, respectively, on loss before taxes of $123.8 million and $220.8 million, respectively. The effective tax rates for the years ended December 31, 2023 and 2022 were (11.0)% and (5.1)% respectively.
For the years ended December 31, 2024 and 2023, we recorded a provision for income taxes of $4.5 million, and $13.7 million, respectively, on loss before taxes of $90.8 million and $123.8 million, respectively. The effective tax rates for the years ended December 31, 2024 and 2023 were (5.0)% and (11.0)% respectively.
December 31, 2023 2022 2021 Number of customers contributing more than $5,000 in ARR 20,261 17,722 14,814 ARR from customers contributing more than $5,000 in ARR as a percent of total ARR 89 % 87 % 85 % Net dollar retention rate 108 % 108 % 114 % Number of Customers Contributing More Than $5,000 in ARR We define our total customers contributing more than $5,000 in annual recurring revenue (ARR) as of a particular date as the number of business entities or individuals, represented by a unique domain or a unique email address, with one or more paid subscriptions to one or more of our products that contributed more than $5,000 in ARR.
December 31, 2024 2023 2022 Number of customers contributing more than $5,000 in ARR 22,558 20,261 17,722 ARR from customers contributing more than $5,000 in ARR as a percent of total ARR 90 % 89 % 87 % Net dollar retention rate 103 % 108 % 108 % 53 Table of Contents Number of Customers Contributing More Than $5,000 in ARR We define our total customers contributing more than $5,000 in annual recurring revenue (ARR) as of a particular date as the number of business entities or individuals, represented by a unique domain or a unique email address, with one or more paid subscriptions to one or more of our products that contributed more than $5,000 in ARR.
The Company considers the expected benefit period to exceed the initial contract term for certain costs because of anticipated renewals and because sales commission rates for renewal contracts are not commensurate with sales commissions for initial contracts.
We consider the estimated benefit period to exceed the initial contract term for certain costs because of anticipated renewals and because sales commission rates for renewal contracts are not commensurate with sales commissions for initial contracts.
Our professional services are generally billed in advance along with the related subscription arrangements. Cost of Revenue Cost of revenue consists primarily of personnel-related expenses (including salaries, related benefits, and stock-based compensation expense) for employees associated with our cloud-based infrastructure, payment gateway fees, voice, product support, and professional services organizations, as well as costs for hosting capabilities.
Cost of Revenue Cost of revenue consists primarily of personnel-related expenses (including salaries, related benefits, and stock-based compensation expense) for employees associated with our cloud-based infrastructure, payment gateway fees, voice, product support, and professional services organizations, as well as costs for hosting capabilities.
General and administrative expense consists primarily of personnel-related costs, including salaries, related benefits, and stock-based compensation expense for certain executives and other general and administrative personnel, third-party professional services fees; including consulting, legal, audit, and accounting services, travel and entertainment costs, accounting, legal, human resources, and recruiting personnel, costs of director and officer insurance, costs associated with acquisitions of businesses, software license fees, and rental of office premises.
General and administrative expense consists primarily of personnel-related costs, including salaries, related benefits, and stock-based compensation expense for certain executives and other general and administrative personnel, third-party professional services fees, costs of director and officer insurance, and costs associated with acquisitions of businesses, software license fees, and rental of office premises.
As of December 31, 2023 and 2022, 20,261 and 17,722 of our customers contributed more than $5,000 in ARR, respectively, demonstrating the broad appeal of our products to customers of all sizes and geographies, and as of December 31, 2023 and 2022, customers contributing more than $5,000 in ARR represented 89% and 87% of total ARR, respectively.
As of December 31, 2024 and 2023, 22,558 and 20,261 of our customers contributed more than $5,000 in ARR, respectively, demonstrating the broad appeal of our products to customers of all sizes and geographies, and as of December 31, 2024 and 2023, customers contributing more than $5,000 in ARR represented 90% and 89% of total ARR, respectively.
Subscription Revenue Subscription revenue is primarily comprised of fees paid by our customers for accessing our cloud-based software during the term of the arrangement. Our cloud-based services allow customers to use the multi-tenant software without requiring them to take possession of the software.
We record revenue net of sales or value-added taxes. Subscription Revenue Subscription revenue is primarily comprised of fees paid by our customers for accessing our cloud-based software during the term of the arrangement. Our cloud-based services allow customers to use the multi-tenant software without requiring them to take possession of the software.
We measure the rate of expansion within our customer base using net dollar retention rate (as defined under Key Business Metrics ), and we believe that our net dollar retention rate demonstrates our rate of expansion within our existing customer base. As of December 31, 2023 and 2022, our net dollar retention rate remained flat at 108%.
We measure the rate of expansion within our customer base using net dollar retention rate (as defined under Key Business Metrics ), and we believe that our net dollar retention rate demonstrates our rate of expansion within our existing customer base. Our net dollar retention rate was 103% and 108% as of December 31, 2024 and December 31, 2023, respectively.
We maintain a full valuation allowance on our U.S. federal and state net deferred tax assets as we have concluded that it is not more likely than not that the deferred tax assets will be realized.
We maintain a full valuation allowance on our U.S. federal and state net deferred tax assets as we have concluded that it is not more likely than not that the deferred tax assets will be realized. Provision for income taxes could also include changes in valuation allowance.
We define annual recurring revenue (ARR) as the sum total of the subscription revenue we would contractually expect to recognize over the next 12 months from all customers at a point in time, assuming no increases, reductions, or cancellations in their subscriptions.
We define annual recurring revenue (ARR) as the sum total of the subscription, software license, and maintenance revenue we would contractually expect to recognize over the next 12 months from all customers at a point in time, assuming no increases, reductions, or cancellations in their subscriptions, and assuming that revenues are recognized ratably over the term of the contract.
Upon the completion of the IPO, the performance condition became probable, and we began to recognize stock-based compensation expense. We also granted a performance-based award with both a service-based vesting condition and a market condition involving a certain range of stock price targets, and the fair value of such award was determined by using the Monte-Carlo simulation model.
We also granted a performance-based award with both a service-based vesting condition and a market condition involving a certain range of stock price targets, and the fair value of such award was determined by using the Monte-Carlo simulation model.
As of December 31, 2023, approximately 26% of our customers purchased two or more Freshworks products, which includes customers on our Freshworks Customer Service Suite and Freshsales Suite subscription plans counting as customers who purchased multiple products.
As of December 31, 2024, approximately 36% of our customers purchased two or more Freshworks products, which includes customers on our Freshdesk Omni and Freshsales Suite subscription plans counting as customers who purchased multiple products.
Critical Accounting Policies and Estimates Our consolidated financial statements are prepared in accordance with GAAP.
Critical Accounting Policies and Estimates Our consolidated financial statements are prepared in accordance with U.S. generally accepted accounting principles (GAAP).
General and Administrative General and administrative expense increased by $10.8 million, or 7%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
General and Administrative General and administrative expense increased by $12.9 million, or 8%, for the year ended December 31, 2024 compared to the year ended December 31, 2023.
We believe our existing cash, cash equivalents and marketable securities, will be sufficient to meet our working capital and capital expenditure needs for at least the next 12 months.
We believe our existing sources of liquidity will be sufficient to meet our working capital and capital expenditure needs for at least the next 12 months.
We incurred operating losses of $170.2 million, $233.4 million and $204.8 million in the years ended December 31, 2023, 2022 and 2021, respectively, and our net losses were $137.4 million, $232.1 million and $192.0 million in the years ended December 31, 2023, 2022 and 2021, respectively.
We incurred operating losses of $138.6 million, $170.2 million and $233.4 million in the years ended December 31, 2024, 2023 and 2022, respectively, and our net losses were $95.4 million, $137.4 million and $232.1 million in the years ended December 31, 2024, 2023 and 2022, respectively.
Research and Development Research and development expense increased by $2.2 million, or 2%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
Research and Development Research and development expense increased by $26.8 million, or 19%, for the year ended December 31, 2024 compared to the year ended December 31, 2023.
We capitalize a portion of our research and development expenses that meet the criteria for capitalization of internal-use software.
We capitalize a portion of our research and development expenses that meet the criteria for capitalization of internal-use software. All other research and development costs are expensed as incurred.
This increase was primarily due to increases of $6.0 million in personnel-related costs due to compensation adjustments, $4.9 million in professional services fees, comprised primarily of legal, accounting, and consulting fees, $2.7 million in tax reserves in accordance with ASC 450, partially offset by a decrease of $3.3 million in directors and officers insurance.
This increase was primarily due to increases of $7.1 million in personnel-related costs due to compensation adjustments, $5.8 million in stock-based compensation expenses, $1.1 million in professional services fees, comprised primarily of legal, accounting, and consulting fees, partially offset by decreases of $1.7 million in tax reserves in accordance with ASC 450 and $1.6 million in directors and officers insurance.
Professional Services Revenue Professional services revenue is comprised of fees charged for services ranging from product configuration, data migration, systems integration and training. Professional services revenue is recognized as services are performed and represents less than 5% of total revenue. Customers with Multiple Performance Obligations Some of our contracts with customers contain both subscriptions and professional services.
Professional Services Revenue Professional services revenue is comprised of fees charged for services ranging from product configuration, data migration, systems integration and training. Professional services revenue is recognized as services are performed and represents less than 5% of total revenue.
The net cash inflows from changes in operating assets and liabilities were due to increases of $56.0 million in deferred revenue, $17.7 million in accrued and other liabilities, and $2.0 million in accounts payable, partially offset by increases in assets of $24.2 million in deferred contract acquisition costs, $17.5 million in accounts receivable, and $5.9 million in prepaid expenses and other assets.
The net cash inflows from changes in operating assets and liabilities were due to increases of operating liabilities of $54.8 million in deferred revenue and $14.5 million in accrued and other liabilities; partially offset by increases in operating assets of $34.5 million in deferred contract acquisition costs, $17.1 million in accounts receivable, $1.4 million in prepaid expenses and other assets and decreases of operating liabilities of $4.3 million in operating lease liabilities and $2.2 million in accounts payable.
Leases The Company determines whether an arrangement constitutes a lease and records lease liabilities and right-of-use (ROU) assets on its consolidated balance sheets at the lease commencement date.
Leases We determine whether an arrangement constitutes a lease and record lease liabilities and right-of-use assets on our consolidated balance sheets at the lease commencement date.
The following tables present a reconciliation of our GAAP loss from operations to our non-GAAP income (loss) from operations and our GAAP net loss to our non-GAAP net income (loss) for each of the periods presented (in thousands): Non-GAAP Income (Loss) from Operations Year Ended December 31, 2023 2022 2021 Loss from operations $ (170,172) $ (233,372) $ (204,782) Non-GAAP adjustments: Stock-based compensation expense 210,707 207,696 173,443 Employer payroll taxes on employee stock transactions 3,711 1,827 8,754 Amortization of acquired intangibles 303 1,591 4,329 Non-GAAP income (loss) from operations $ 44,549 $ (22,258) $ (18,256) Non-GAAP Net Income (Loss) Year Ended December 31, 2023 2022 2021 Net loss $ (137,436) $ (232,132) $ (191,995) Non-GAAP adjustments: Stock-based compensation expense 210,707 207,696 173,443 Employer payroll taxes on employee stock transactions 3,711 1,827 8,754 Amortization of acquired intangibles 303 1,591 4,329 Gain on sale of non-marketable equity investments — — (23,830) Income tax adjustments 1,398 1,978 1,802 Non-GAAP net income (loss) $ 78,683 $ (19,040) $ (27,497) Free Cash Flow We define free cash flow as net cash provided by (used in) operating activities, less purchases of property and equipment and capitalized internal-use software costs.
The following tables present a reconciliation of our GAAP loss from operations to our non-GAAP income (loss) from operations and our GAAP net loss to our non-GAAP net income (loss) for each of the periods presented (in thousands): Non-GAAP Income (Loss) from Operations Year Ended December 31, 2024 2023 2022 Loss from operations $ (138,610) $ (170,172) $ (233,372) Non-GAAP adjustments: Stock-based compensation expense 216,706 210,707 207,696 Employer payroll taxes on employee stock transactions 3,223 3,711 1,827 Amortization of acquired intangibles 8,160 303 1,591 Restructuring charges 9,664 — — Non-GAAP income (loss) from operations $ 99,143 $ 44,549 $ (22,258) Non-GAAP Net Income (Loss) Year Ended December 31, 2024 2023 2022 Net loss $ (95,368) $ (137,436) $ (232,132) Non-GAAP adjustments: Stock-based compensation expense 216,706 210,707 207,696 Employer payroll taxes on employee stock transactions 3,223 3,711 1,827 Amortization of acquired intangibles 8,160 303 1,591 Restructuring charges 9,664 — — Income tax adjustments (12,017) 1,398 1,978 Non-GAAP net income (loss) $ 130,368 $ 78,683 $ (19,040) Free Cash Flow We define free cash flow as net cash provided by (used in) operating activities, less purchases of property and equipment, and capitalized internal-use software costs.
This increase was primarily due to increases of $22.7 million in personnel-related costs due to compensation adjustments, $2.4 million in stock-based compensation expense, $1.2 million in travel related expenses for sales and marketing events, partially offset by decreases of $7.3 million in advertising, branding and event costs, $3.6 million in reseller commissions, and $2.1 million in professional services fees.
This increase was primarily due to increases of $16.9 million in personnel-related costs due to compensation adjustments, $4.7 million amortization of acquired intangible assets, $4.0 million in advertising, branding and event costs, $2.7 million in travel related expenses for events, $2.3 million in reseller commissions, $2.3 million in professional services fees, and $1.3 million in software license fees, partially offset by a decrease of $3.5 million in stock-based compensation expense.
We define non-GAAP net income (loss) as GAAP net loss, excluding stock-based compensation expense, employer payroll taxes on employee stock transactions, amortization of acquired intangibles, and gain on sale of non-marketable equity investments, net of their related tax effects.
We define non-GAAP net income (loss) as GAAP net loss, excluding stock-based compensation expense, employer payroll taxes on employee stock transactions, amortization of acquired intangibles, and restructuring charges, and income tax adjustments.
Net cash used in operating activities of $2.5 million for the year ended December 31, 2022 reflects our net loss of $232.1 million, adjusted for non-cash items such as stock-based compensation of $207.7 million, depreciation and amortization of $11.5 million, amortization of deferred contract acquisition costs of $18.5 million, non-cash lease expense of $6.2 million, premium amortization on marketable securities of $1.6 million, and net cash outflows of $11.1 million from changes in operating assets and liabilities.
Net cash provided by operating activities of $86.2 million for the year ended December 31, 2023 reflects our net loss of $137.4 million, adjusted for non-cash items such as stock-based compensation of $210.7 million, depreciation and amortization of $12.1 million, amortization of deferred contract acquisition costs of $24.0 million, non-cash lease expense of $7.7 million, premium amortization on marketable securities of $15.7 million, and net cash outflows of $14.1 million from changes in operating assets and liabilities.
Our total revenue was $596.4 million, $498.0 million and $371.0 million in the years ended December 31, 2023, 2022 and 2021, respectively, representing year-over-year growth rates of 20% and 34%, respectively.
Our customer base and operations have scaled over time. Our total revenue was $720.4 million, $596.4 million and $498.0 million in the years ended December 31, 2024, 2023 and 2022, respectively, representing year-over-year growth rates of 21% and 20%, respectively.
We had 2,497 customers each contributing $50,000 or more in ARR as of December 31, 2023, representing an increase of 31% year-over-year from 1,908 customers as of December 31, 2022. As of December 31, 2023 and December 31, 2022, customers contributing more than $50,000 in ARR represented approximately 48% and 44% of total ARR, respectively.
We had approximately 3,053 customers each contributing $50,000 or more in ARR as of December 31, 2024, representing an increase of 22% compared to 2,497 customers as of December 31, 2023. As of December 31, 2024 and December 31, 2023, customers contributing more than $50,000 in ARR represented approximately 50% and 48% of total ARR, respectively.
Sales and Marketing Sales and marketing expense increased by $14.6 million, or 4%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
Sales and Marketing Sales and marketing expense increased by $33.0 million, or 9%, for the year ended December 31, 2024 compared to the year ended December 31, 2023.
Our effective tax rate is affected by tax rates in foreign jurisdictions and the relative amounts of income we earn in those jurisdictions, as well as non-deductible expenses, such as stock-based compensation, and changes in our valuation allowance. 58 Table of Contents Results of Operations The following tables sets forth our consolidated statements of operations data for the periods presented (in thousands): Year Ended December 31, 2023 2022 2021 Revenue $ 596,432 $ 497,999 $ 371,022 Cost of revenue (1) 103,369 95,772 78,030 Gross profit 493,063 402,227 292,992 Operating expenses: Research and development (1) 137,756 135,543 120,407 Sales and marketing (1) 357,781 343,207 260,345 General and administrative (1) 167,698 156,849 117,022 Total operating expenses 663,235 635,599 497,774 Loss from operations (170,172) (233,372) (204,782) Interest and other income, net 46,403 12,582 23,303 Loss before income taxes (123,769) (220,790) (181,479) Provision for income taxes 13,667 11,342 10,516 Net loss $ (137,436) $ (232,132) $ (191,995) __________________ (1) Includes stock-based compensation expense as follows: Year Ended December 31, 2023 2022 2021 Cost of revenue $ 6,774 $ 7,039 $ 5,604 Research and development (1) 37,524 36,413 45,162 Sales and marketing (2) 66,755 64,328 53,169 General and administration (3) 99,654 99,916 69,508 Total stock-based compensation expense $ 210,707 $ 207,696 $ 173,443 (1) Stock-based compensation expense recorded to research and development in the consolidated statements of operations excludes amounts that were capitalized for internal-use software.
Our effective tax rate is affected by tax rates in foreign jurisdictions and the relative amounts of income we earn in those jurisdictions, as well as non-deductible expenses, such as stock-based compensation, and changes in our valuation allowance. 59 Table of Contents Results of Operations The following tables set forth our consolidated statements of operations data for the periods presented (in thousands): Year Ended December 31, 2024 2023 2022 Revenue $ 720,420 $ 596,432 $ 497,999 Cost of revenue (1) 113,330 103,369 95,772 Gross profit 607,090 493,063 402,227 Operating expenses: Research and development (1) 164,590 137,756 135,543 Sales and marketing (1) 390,817 357,781 343,207 General and administrative (1) 180,629 167,698 156,849 Restructuring charges 9,664 — — Total operating expenses 745,700 663,235 635,599 Loss from operations (138,610) (170,172) (233,372) Interest and other income, net 47,773 46,403 12,582 Loss before income taxes (90,837) (123,769) (220,790) Provision for income taxes 4,531 13,667 11,342 Net loss $ (95,368) $ (137,436) $ (232,132) __________________ (1) Includes stock-based compensation expense as follows: Year Ended December 31, 2024 2023 2022 Cost of revenue $ 6,565 $ 6,774 $ 7,039 Research and development (1) 41,512 37,524 36,413 Sales and marketing (2) 63,219 66,755 64,328 General and administration (3) 105,410 99,654 99,916 Total stock-based compensation expense $ 216,706 $ 210,707 $ 207,696 (1) Stock-based compensation expense recorded to research and development in the consolidated statements of operations excludes amounts that were capitalized for internal-use software.
Of the total increase in revenue, approximately $62.2 million was attributable to revenue from existing customers as of December 31, 2023, net of contraction and churn, and approximately $36.2 million was attributable to revenue from new customers acquired during the year ended December 31, 2023, net of contraction and churn.
Of the total increase in revenue, approximately $74.3 million was attributable to revenue from existing customers as of December 31, 2023, net of contraction and churn, and approximately $49.7 million was attributable to revenue from new customers acquired during the year ended December 31, 2024, net of contraction and churn, as well as all revenue from D42 Parent, Inc. during the year.
Net cash used in financing activities of $156.4 million for the year ended December 31, 2022 consisted primarily of $167.2 million in payment of withholding taxes on net share settlement of equity awards, partially offset by $10.9 million in proceeds from issuance of common stock under our employee stock purchase plan, net.
Financing Activities Net cash used in financing activities of $67.3 million for the year ended December 31, 2024 consisted primarily of $60.3 million in payment of withholding taxes on net share settlement of equity awards, $13.7 million cash paid to repurchase shares of our common stock; partially offset by $6.6 million in proceeds from issuance of common stock under our employee stock purchase plan, net.
Free cash flow is a measure to determine, among other things, cash available for strategic initiatives, including further investments in our business and potential acquisitions of businesses. 56 Table of Contents The following table presents a reconciliation of free cash flow to net cash provided by (used in) operating activities, the most directly comparable measure calculated in accordance with GAAP for each of the periods presented (in thousands): Year Ended December 31, 2023 2022 2021 Net cash provided by (used in) operating activities $ 86,178 $ (2,525) $ 11,460 Less: Purchases of property and equipment (2,069) (7,129) (5,565) Capitalized internal-use software (6,271) (5,116) (3,552) Free cash flow $ 77,838 $ (14,770) $ 2,343 Net cash provided by (used in) investing activities $ 158,499 $ (284,827) $ (420,296) Net cash provided by (used in) financing activities $ (60,619) $ (156,354) $ 1,058,369 Components of Our Results of Operations Revenue Substantially all of our revenue is derived from subscriptions, which is comprised of fees paid by customers for accessing our cloud-based software products during the term of the subscription.
Free cash flow is a measure to determine, among other things, cash available for strategic initiatives, including further investments in our business and potential acquisitions of businesses. 57 Table of Contents The following table presents a reconciliation of free cash flow to net cash provided by (used in) operating activities, the most directly comparable measure calculated in accordance with GAAP for each of the periods presented (in thousands): Year Ended December 31, 2024 2023 2022 Net cash provided by (used in) operating activities $ 160,646 $ 86,178 $ (2,525) Less: Purchases of property and equipment (9,177) (2,069) (7,129) Capitalized internal-use software (5,485) (6,271) (5,116) Free cash flow, including restructuring costs (1) $ 145,984 $ 77,838 $ (14,770) Net cash provided by (used in) investing activities $ 38,803 $ 158,499 $ (284,827) Net cash used in financing activities $ (67,260) $ (60,619) $ (156,354) (1) Free cash flow includes $7.3 million of restructuring costs paid during the year ended December 31, 2024.
Non-GAAP Financial Measures In addition to our results determined in accordance with U.S. generally accepted accounting principles (GAAP), we believe the following non-GAAP financial measures are useful in evaluating our operating performance: non-GAAP loss from operations, non-GAAP net loss, and free cash flow.
Non-GAAP Financial Measures In addition to our results determined in accordance with GAAP, we believe the following non-GAAP financial measures are useful in evaluating our operating performance: non-GAAP income (loss) from operations, non-GAAP net income (loss), and free cash flow. We use these non-GAAP financial measures to evaluate our ongoing operations and for internal planning and forecasting purposes.
Net cash used in investing activities of $284.8 million for the year ended December 31, 2022 consisted of $272.7 million in purchases, net of maturities and sales of marketable securities, $7.0 million in purchases, net of proceeds from sale of property and equipment and $5.1 million related to the capitalization of internal-use software.
Investing Activities Net cash provided by investing activities of $38.8 million for the year ended December 31, 2024 consisted of $267.1 million in proceeds from maturities and sales, net of purchases of marketable securities; partially offset by $213.9 million cash paid for the business combination, net of cash acquired, $8.9 million in purchases, net of proceeds from sale, of property and equipment, and $5.5 million related to the capitalization of internal-use software.
We determine SSP by taking into consideration historical selling price of these performance obligations in similar transactions, as well as current pricing practices and other observable inputs including, but not limited to, customer size and geography. As our go-to-market strategies evolve, we may modify our pricing practices in the future, which could result in changes to SSP.
The transaction price is allocated to the separate performance obligations on the basis of relative standalone selling price (SSP). We determine SSP by taking into consideration historical selling price of these performance obligations in similar transactions, as well as current pricing practices and other observable inputs including, but not limited to, customer size and geography.
Provision for Income Taxes Year Ended December 31, Change 2023 2022 $ % (dollars in thousands) Provision for income taxes $ 13,667 $ 11,342 $ 2,325 20 % 61 Table of Contents We are subject to federal and state income taxes in the United States and taxes in foreign jurisdictions.
Provision for Income Taxes Year Ended December 31, Change 2024 2023 $ % (dollars in thousands) Provision for income taxes $ 4,531 $ 13,667 $ (9,136) (67 %) We are subject to federal and state income taxes in the United States and taxes in foreign jurisdictions.
(2) Sales and marketing expense for the years ended December 31, 2023 and 2022 includes $9.6 million and $3.2 million, respectively, of stock-based compensation expense associated with RSU and options granted to the President in September 2022.
(2) Sales and marketing expense for the years ended December 31, 2024, 2023, and 2022 includes $6.5 million, $9.6 million, and $3.2 million , respectively, of stock-based compensation expense associated with RSUs, PRSUs and options granted to the President. After the appointment of the President as our Chief Executive Officer, stock-based compensation expenses were included in General and Administrative.
The effective tax rates differ from the statutory rate of 21% primarily due to nondeductible compensation and change in the valuation allowance. The $2.3 million increase in tax expense was mainly due to an increase in foreign taxes caused by higher pre-tax earnings from foreign subsidiaries and an increase in unrecognized tax benefit.
The effective tax rates differ from the statutory rate of 21% primarily due to nondeductible compensation and change in the valuation allowance. The $9.1 million decrease in tax expense was primarily related to the tax benefit of $14.3 million from D42 Parent, Inc. acquisition, partially offset by higher tax expenses due to higher pre-tax earnings from foreign subsidiaries.
Cost of Revenue and Gross Margin Year Ended December 31, Change 2023 2022 $ % (dollars in thousands) Cost of revenue $ 103,369 $ 95,772 $ 7,597 8 % Gross margin 83 % 81 % Cost of revenue increased by $7.6 million, or 8%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
Cost of Revenue and Gross Margin Year Ended December 31, Change 2024 2023 $ % (dollars in thousands) Cost of revenue $ 113,330 $ 103,369 $ 9,961 10 % Gross margin 84 % 83 % Cost of revenue increased by $10.0 million, or 10%, for the year ended December 31, 2024 compared to the year ended December 31, 2023.
Deferred Contract Acquisition Costs Deferred contract acquisition costs are incremental costs that are associated with acquiring customer contracts and consist primarily of sales commissions and the associated payroll taxes and certain referral fees paid to independent third parties.
Judgment is also used to estimate the contract's transaction price and allocate it to each performance obligation. Deferred Contract Acquisition Costs Deferred contract acquisition costs are incremental costs that are associated with acquiring customer contracts and consist primarily of sales commissions and the associated payroll taxes and certain referral fees paid to third party resellers.
This increase was primarily due to increases of $4.0 million in third-party hosting costs, $3.4 million in software license fees, $1.9 million in amortization of internally capitalized software, partially offset by decreases of $1.0 million in amortization of developed technology and $0.8 million in professional fees including legal costs.
This increase was primarily due to increases of $2.8 million in amortization of developed technology, $1.8 million in software license fees, $1.6 million in third-party hosting costs, $1.3 million in professional service fees, and $1.2 million in personnel-related costs.
Non-GAAP financial measures have limitations in their usefulness to investors and should not be considered in isolation or as substitutes for financial information presented under GAAP. Non-GAAP financial measures have no standardized meaning prescribed by GAAP and are not prepared under any comprehensive set of accounting rules or principles.
Non-GAAP financial measures have no standardized meaning prescribed by GAAP and are not prepared under any comprehensive set of accounting rules or principles.
On constant currency basis, our net dollar retention rate was 107% as of December 31, 2023 which was a decrease from prior year primarily due to lower expansion within existing customers driven by macroeconomic pressures.
On constant currency basis, our net dollar retention rate was 105% which was a decrease from prior year primarily due to lower expansion within existing customers driven by macroeconomic pressures offset by the addition of Device42 and a slight improvement in 52 Table of Contents our overall churn rate.
Subscription revenue is recognized ratably over the contract term beginning on the commencement date of each subscription, which is the date that the cloud-based software is made available to customers. Professional services revenue comprises less than 5% of total revenue and includes fees charged for product configuration, data migration, systems integration, and training.
Software license revenue is recognized upon making the software available to the customer and maintenance revenue is recognized as support and updates are provided, which is generally ratably over the contract term. Professional services revenue comprises less than 5% of total revenue and includes fees charged for product configuration, data migration, systems integration, and training.
Our general and administrative expenses are expected to continue to increase in dollar amount for the foreseeable future, however, we expect it to decline as a percentage of revenue over the longer term. This percentage may fluctuate from period to period depending upon the timing and amount of our general and administrative expenses.
We expect to increase personnel-related and professional service expenses associated with ongoing compliance and reporting obligations and costs to broaden our IT related infrastructure. Our general and administrative expenses are expected to continue to increase in dollar amount for the foreseeable future, however, we expect it to decline as a percentage of revenue over the longer term.
We generally enter into subscription agreements with our customers on monthly, annual, or multi-year terms and invoice customers in advance in either monthly or annual installments. We also sell professional services that include product configuration, data migration, systems integration, and training. Professional services revenue is recognized as services are performed. Our customer base and operations have scaled over time.
We generally enter into subscription agreements with our customers on monthly, annual, or multi-year terms and invoice customers in advance in either monthly or annual installments. We also sell professional services that include product configuration, data migration, systems integration, and training. With the acquisition of D42 Parent, Inc. in June 2024, we also sell software licenses with associated maintenance.