Biggest changeResults of Operations The following table sets forth our consolidated statement of operations data for each of the periods indicated: Fiscal Year Ended January 31, 2022 2021 2020 (in thousands) Revenue $ 238,035 $ 150,191 $ 96,364 Cost of revenue (1) 78,511 54,511 35,686 Gross profit 159,524 95,680 60,678 Operating expenses: Sales and marketing (1) 127,137 70,661 57,348 Research and development (1) 59,034 29,212 20,339 General and administrative (1) 51,564 27,959 16,524 Total operating expenses 237,735 127,832 94,211 Loss from operations (78,211) (32,152) (33,533) Other income (expense): Investment income 137 840 2,127 Other (expense) income, net (258) (120) 48 Loss before provision for income taxes (78,332) (31,432) (31,358) (Benefit from) provision for income taxes (165) 537 452 Net loss $ (78,167) $ (31,969) $ (31,810) (1) Includes stock-based compensation expense, net of amounts capitalized as follows: Fiscal Year Ended January 31, 2022 2021 2020 (in thousands) Cost of revenue $ 2,185 $ 650 $ 276 Sales and marketing 16,281 2,892 6,365 Research and development 15,613 2,102 3,705 General and administrative 13,101 1,896 2,062 Total $ 47,180 $ 7,540 $ 12,408 The following table sets forth our consolidated statement of operations data expressed as a percentage of revenue for each of the periods indicated: 52 Table of Contents Fiscal Year Ended January 31, 2022 2021 2020 (as a percentage of revenue) Revenue 100 % 100 % 100 % Cost of revenue 33 % 36 % 37 % Gross profit 67 % 64 % 63 % Operating expenses: Sales and marketing 53 % 47 % 60 % Research and development 25 % 19 % 21 % General and administrative 22 % 19 % 17 % Total operating expenses 100 % 85 % 98 % Loss from operations (33) % (21) % (35) % Other income (expense): Investment income — % 1 % 2 % Other (expense) income, net — % — % — % Loss before (benefit of) provision for income taxes (33) % (20) % (33) % (Benefit of) provision for income taxes — % — % — % Net loss (33) % 20 % (33) % Comparison of the Fiscal Years Ended January 31, 2022 and January 31, 2021 Revenue Fiscal Year Ended January 31, 2022 2021 Change % Change ($ in thousands) Revenue $ 238,035 $ 150,191 $ 87,844 58.5 % The increase in revenue of $87.8 million , or 58.5% , for the fiscal year ended January 31, 2022 compared to the fiscal year ended January 31, 2021 was primarily driven by an $80.6 million or 57.1% increase in subscription revenue.
Biggest changeWe maintain a full valuation allowance in jurisdictions where we had net deferred tax assets as we have concluded that it is not more likely than not that the deferred tax assets will be realized. 50 Table of Contents Results of Operations The following table sets forth our consolidated statements of operations data for each of the periods indicated: Fiscal Year Ended January 31, 2023 2022 2021 (in thousands) Revenue $ 355,426 $ 238,035 $ 150,191 Cost of revenue (1) 115,818 78,511 54,511 Gross profit 239,608 159,524 95,680 Operating expenses: Sales and marketing (1) 201,684 127,137 70,661 Research and development (1) 97,293 59,034 29,212 General and administrative (1) 88,771 51,564 27,959 Total operating expenses 387,748 237,735 127,832 Loss from operations (148,140) (78,211) (32,152) Other income (expense), net 7,977 (121) 720 Loss before provision for income taxes (140,163) (78,332) (31,432) Provision for (benefit from) income taxes 583 (165) 537 Net loss $ (140,746) $ (78,167) $ (31,969) (1) Includes stock-based compensation expense, net of amounts capitalized as follows: Fiscal Year Ended January 31, 2023 2022 2021 (in thousands) Cost of revenue $ 3,616 $ 2,185 $ 650 Sales and marketing 23,871 16,281 2,892 Research and development 28,897 15,613 2,102 General and administrative 15,833 13,101 1,896 Total $ 72,217 $ 47,180 $ 7,540 The following table sets forth our consolidated statements of operations data expressed as a percentage of revenue for each of the periods indicated: 51 Table of Contents Fiscal Year Ended January 31, 2023 2022 2021 (as a percentage of revenue) Revenue 100 % 100 % 100 % Cost of revenue 33 % 33 % 36 % Gross profit 67 % 67 % 64 % Operating expenses: Sales and marketing 57 % 53 % 47 % Research and development 27 % 25 % 19 % General and administrative 25 % 22 % 19 % Total operating expenses 109 % 100 % 85 % Loss from operations (42) % (33) % (21) % Other income (expense), net 2 % — % 1 % Loss before provision for income taxes (40) % (33) % (20) % Provision for (benefit from) income taxes — % — % — % Net loss (40) % (33) % (20) % Comparison of the Fiscal Years Ended January 31, 2023 and January 31, 2022 Revenue Fiscal Year Ended January 31, 2023 2022 Change % Change ($ in thousands) Revenue $ 355,426 $ 238,035 $ 117,391 49.3 % The increase in revenue of $117.4 million, or 49.3%, for the fiscal year ended January 31, 2023 compared to the fiscal year ended January 31, 2022 was primarily driven by an $116.7 million or 53% increase in subscription revenue.
Investing Activities Net cash provided by investing activities was $18.0 million for the fiscal year ended January 31, 2022, primarily consisting of maturities of marketable securities of $59.3 million, partially offset by purchases of marketable securities of $36.9 million, purchases of property and equipment of $2.3 million and capitalized internal-use software costs of $2.1 million.
Net cash provided by investing activities was $18.0 million for the fiscal year ended January 31, 2022, primarily consisting of maturities of marketable securities of $59.3 million, partially offset by purchases of marketable securities of $36.9 million, purchases of property and equipment of $2.3 million and capitalized internal-use software costs of $2.1 million.
However, we expect our sales and marketing expenses will increase in absolute dollars as we continue to invest in sales and marketing activities to acquire new customers and increase sales to existing customers. Research and Development Research and development expenses consist primarily of personnel costs for our engineering, service, design and information technology teams.
We expect our sales and marketing expenses will increase in absolute dollars as we continue to invest in sales and marketing activities to acquire new customers and increase sales to existing customers. Research and Development Research and development expenses consist primarily of personnel costs for our engineering, service, design and information technology teams.
Financing Activities Net cash provided by financing activities was $467.9 million for the fiscal year ended January 31, 2022, primarily consisting of the proceeds from the issuance of common stock upon our initial public offering, net of underwriting discounts and offering costs of $457.1 million, proceeds from the exercise of common stock options of $8.4 million and an investment from our redeemable non-controlling interest in connection with our joint venture Braze KK of $2.5 million.
Net cash provided by financing activities was $467.9 million for the fiscal year ended January 31, 2022, primarily consisting of the proceeds from the issuance of Class A common stock upon our initial public offering, net of underwriting discounts and offering costs, of $457.1 million, proceeds from the exercise of common stock options of $8.4 million and an investment from our redeemable non-controlling interest in connection with our joint venture Braze KK of $2.5 million.
Our actual results may differ materially from those anticipated in these forward-looking statements as a result of various factors, including, but not limited to, those set forth under the section entitled “Risk Factors” in Item 1A of Part II of this Annual Report on Form 10-K. See “Special Note Regarding Forward Looking Statements” in this Annual Report on Form 10-K.
Our actual results may differ materially from those anticipated in these forward-looking statements as a result of various factors, including, but not limited to, those set forth under the section entitled “Risk Factors” in Item 1A of Part I of this Annual Report on Form 10-K. See “Special Note Regarding Forward Looking Statements” in this Annual Report on Form 10-K.
See the section titled “— Non-GAAP Free Cash Flow” for additional information about how we calculate free cash flow, a non-GAAP financial metric, and a reconciliation to net cash us ed in operating activities, the most directly comparable measure calculated in accordance with accounting principles generally accepted in the United States, or GAAP.
See the section titled “— Non-GAAP Free Cash Flow” for additional information about how we calculate free cash flow, a non-GAAP financial metric, and a reconciliation to net cash us ed in operating activities, the most directly comparable measure calculated in accordance with accounting principles generally accepted in the United States, or U.S. GAAP.
Thus, an emerging growth company can delay the adoption of certain accounting standards until those standards would otherwise apply to private companies. We have elected to take advantage of the extended transition period to comply with new or revised accounting standards and to adopt some of the reduced disclosure requirements available to emerging growth companies.
Thus, an emerging growth company can delay the adoption of certain accounting standards until those standards would otherwise apply to private companies. We previously elected to take advantage of the extended transition period to comply with new or revised accounting standards and to adopt some of the reduced disclosure requirements available to emerging growth companies.
The cash outflow from 55 Table of Contents changes in our operating assets and liabilities were primarily due to an increase in deferred contract costs and accounts receivable of $32.0 million and $29.8 million, respectively, as a result of commissions and billings for new bookings and renewals and prepaid expense and other current assets of $17.5 million due to prepayments for third-party software fees, primarily consisting of hosting arrangements.
The cash outflow from changes in our operating assets and liabilities were primarily due to an increase in deferred contract costs and accounts receivable of $32.0 million and $29.8 million, respectively, as a result of commissions and billings for new bookings and renewals and prepaid expense and other current assets of $17.5 million due to prepayments for third-party software fees, primarily consisting of hosting arrangements.
We 57 Table of Contents 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. Our actual results could differ from these estimates. We believe that the following critical accounting policies involve a greater degree of judgement or complexity.
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. Our actual results could differ from these estimates. We believe that the following critical accounting policies involve a greater degree of judgement or complexity.
Our 48 Table of Contents calculation of ARR is not adjusted for the impact of any known or projected future events (such as customer cancellations, expansion or contraction of existing customers relationships or price increases or decreases) that may cause any such contract not to be renewed on its existing terms.
Our calculation of ARR is not adjusted for the impact of any known or projected future events (such as customer cancellations, expansion or contraction of existing customers relationships or price increases or decreases) that may cause any such contract not to be renewed on its existing terms.
In addition, 107, 71, and 45 of our customers had ARR of $500,000 or more as of January 31, 2022, 2021, and 2020, respectively. Expanding Geographically We believe there is a significant opportunity to continue to expand our presence in international markets we have already penetrated and by entering markets we have not yet penetrated.
In addition, 156, 107, and 71 of our customers had ARR of $500,000 or more as of January 31, 2023, 2022, and 2021, respectively. Expanding Geographically We believe there is a significant opportunity to continue to expand our presence in international markets we have already penetrated and by entering markets we have not yet penetrated.
For the fiscal years ended January 31, 2022, 2021, and 2020, approximately 40%, 40%, and 39%, of our revenue was generated outside of the United States, respectively. We expect to increase market penetration in regions including Europe and Asia-Pacific and to further capitalize on the greenfield opportunity in regions such as Latin America.
For the fiscal years ended January 31, 2023, 2022, and 2021, approximately 42%, 40%, and 40%, of our revenue was generated outside of the United States, respectively. We expect to increase market penetration in regions including Europe and Asia-Pacific and to further capitalize on the greenfield opportunity in regions such as Latin America.
Through our sales and marketing efforts, we plan to capitalize on the ongoing digital transformation in regulated industries like healthcare and financial services to further propel adoption of our technology. As of January 31, 2022, we had 1,375 customers across a broad range of sizes and industries.
Through our sales and marketing efforts, we plan to capitalize on the ongoing digital transformation in regulated industries like healthcare and financial services to further propel adoption of our technology. As of January 31, 2023, we had 1,770 customers across a broad range of sizes and industries.
Our dollar-based net retention rate for the trailing 12 months ended January 31, 2022, 2021, and 2020, was 128%, 123%, and 126% respectively, for all our customers, and 136%, 133%, and 127%, respectively, for our customers with ARR of $500,000 or more.
Our dollar-based net retention rate for the trailing 12 months ended January 31, 2023, 2022, and 2021, was 124%, 128%, and 123% respectively, for all our customers, and 126%, 136%, and 133%, respectively, for our customers with ARR of $500,000 or more.
Investment Income 51 Table of Contents Investment income consists primarily of income earned on our investments, cash and cash equivalents and restricted cash. Other Income (Expense), Net Other income (expense), net, primarily consists of net exchange gains or losses on foreign currency transactions.
Other Income (Expense), Net Other income (expense), net, primarily consists of net exchange gains or losses on foreign currency transactions and investment income consists primarily of income earned on our investments, cash and cash equivalents, and restricted cash.
As a result of the accounting standards election, we will not be subject to the same implementation timing for new or revised accounting standards as other public companies that are not emerging growth companies. This may make comparison of our consolidated financial statements to those of other public companies more difficult.
As a result of the accounting standards election, we have not historically been subject to the same implementation timing for new or revised accounting standards as other public companies that are not emerging growth companies. This may make comparison of our consolidated financial statements to those of other public companies more difficult.
We expand our reach within existing customers when our customers add new channels, purchase additional 47 Table of Contents subscription products such as Braze Currents, implement new engagement strategies, or onboard new business units and geographies.
We expand our reach within existing customers when our customers add new channels, purchase additional subscription products such as Braze Currents, implement new engagement strategies, or onboard new business units and geographies.
As of January 31, 2022, we recorded a full valuation allowance on our net deferred tax assets, which consist of net operating loss carryforwards and other basis differences, as we have concluded that it is more likely than not that our deferred tax assets will not be realized. Recently Adopted Accounting Pronouncements Refer t o Note 2.
As of January 31, 2023, we recorded a full valuation allowance in jurisdictions where we had net deferred tax assets, which consist of net operating loss carryforwards and other basis differences, as we have concluded that it is more likely than not that our deferred tax assets will not be realized. Recently Adopted Accounting Pronouncements Refer t o Note 2.
Our Non-GAAP free cash flow was $(39.8) million, $(9.9) million and $(10.4) million in the fiscal years ended January 31, 2022, 2021, and 2020, respectively.
Our Non-GAAP free cash flow was $(39.0) million, $(39.8) million and $(10.4) million in the fiscal years ended January 31, 2023, 2022, and 2021, respectively.
We had net losses of $78.2 million, $32.0 million and $31.8 million, in the fiscal years ended January 31, 2022, 2021, and 2020, respectively. We had net cash used in operating activities of $35.4 million, $6.1 million, and $7.4 million in the fiscal years ended January 31, 2022, 2021, and 2020, respectively.
We had net losses of $140.7 million, $78.2 million and $32.0 million, in the fiscal years ended January 31, 2023, 2022, and 2021, respectively. We had net cash used in operating activities of $22.3 million, $35.4 million, and $6.1 million in the fiscal years ended January 31, 2023, 2022, and 2021, respectively.
Our most significant funding requirements are principally comprised of employee compensation and related taxes and benefits, non-cancelable purchase commitments, and operating lease obligations. Non-cancelable purchase commitments for business operations and operating lease obligations total $189.9 million and $76.1 million, respectively, as of January 31, 2022, due primarily over the next five years.
Our most significant funding requirements are principally comprised of employee compensation and related taxes and benefits, non-cancelable purchase commitments, and operating lease obligations. Non-cancelable purchase commitments for business operations and operating lease obligations total $248.6 million and $62.1 million, respectively, as of January 31, 2023, due primarily over the next five years.
We generated revenue of $238.0 million, $150.2 million, and $96.4 million in the fiscal years ended January 31, 2022, 2021, and 2020, respectively, representing year-over-year growth of 58% from the fiscal years ended January 31, 2021 to January 31, 2022 and 56% from the fiscal year ended January 31, 2020 to January 31, 2021.
We generated revenue of $355.4 million, $238.0 million, and $150.2 million in the fiscal years ended January 31, 2023, 2022, and 2021, respectively, representing year-over-year growth of 49% from the fiscal years ended January 31, 2022 to January 31, 2023 and 58% from the fiscal year ended January 31, 2021 to January 31, 2022.
As of January 31, 2022, we had total deferred revenue of $126.3 million of which substantially all was recorded as a current liability. Deferred revenue will be recognized as revenue when all of the revenue recognition criteria are met.
As of January 31, 2023, we had total deferred revenue of $166.1 million of which substantially all was recorded as a current liability. Deferred revenue will be recognized as revenue when all of the revenue recognition criteria are met.
The following table presents a reconciliation of free cash flow to net cash used in operating activities, the most directly comparable measure calculated in accordance with GAAP, for the periods presented: 56 Table of Contents Fiscal Year Ended January 31, 2022 2021 2020 (in thousands) Net cash used in operating activities $ (35,398) $ (6,080) $ (7,365) Less: Purchases of property and equipment (2,310) (2,466) (1,724) Capitalized internal-use software costs (2,065) (1,886) (830) Non-GAAP Free cash flow $ (39,773) $ (10,432) $ (9,919) Net cash provided by (used in) investing activities $ 18,040 $ 22,472 $ (87,234) Net cash provided by financing activities $ 467,910 $ 4,866 $ 1,257 Our free cash flow decreased for the fiscal year ended January 31, 2022 from the fiscal year ended January 31, 2021, primarily as a result of continued investment in our sales and marketing function and in our infrastructure to support the growth of our business and our operations as a public company.
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 the periods presented: Fiscal Year Ended January 31, 2023 2022 2021 (in thousands) Net cash used in operating activities $ (22,308) $ (35,398) $ (6,080) Less: Purchases of property and equipment (15,447) (2,310) (2,466) Capitalized internal-use software costs (1,258) (2,065) (1,886) Non-GAAP Free cash flow $ (39,013) $ (39,773) $ (10,432) Net cash (used in)/provided by investing activities $ (398,519) $ 18,040 $ 22,472 Net cash provided by financing activities $ 11,332 $ 467,910 $ 4,866 55 Table of Contents Our free cash flow increased slightly for the fiscal year ended January 31, 2023 from the fiscal year ended January 31, 2022, primarily as a result of continued investment in our sales and marketing function and in our infrastructure to support the growth of our business and our operations as a public company.
We generate revenue from fees related to subscription services and professional services and other. We recognize revenue related to contracts with customers in an amount that reflects the consideration to which we expect to be entitled in exchange for those services.
We recognize revenue related to contracts with customers in an amount that reflects the consideration to which we expect to be entitled in exchange for those services.
Seasonality We may experience seasonality in our cost of revenue as a result of our customers’ increase usage of our platform based on their business demands.
Seasonality We have experienced seasonality in our cost of revenue as a result of our customers’ increased usage of our platform based on their business demands.
Cash Flow Overview The following table summarizes our cash flows for the periods presented: Fiscal Year Ended January 31, 2022 2021 2020 (in thousands) Net cash used in operating activities $ (35,398) $ (6,080) $ (7,365) Net cash provided by/(used in) investing activities $ 18,040 $ 22,472 $ (87,234) Net cash provided by financing activities $ 467,910 $ 4,866 $ 1,257 Operating Activities For the fiscal year ended January 31, 2022, net cash used in operating activities was $35.4 million, primarily due to a net loss of $78.2 million adjusted for non-cash charges of $68.4 million and net changes in our operating assets and liabilities of $25.7 million.
Cash Flow Overview The following table summarizes our cash flows for the periods presented: Fiscal Year Ended January 31, 2023 2022 2021 (in thousands) Net cash used in operating activities $ (22,308) $ (35,398) $ (6,080) Net cash (used in)/provided by investing activities $ (398,519) $ 18,040 $ 22,472 Net cash provided by financing activities $ 11,332 $ 467,910 $ 4,866 Operating Activities For the fiscal year ended January 31, 2023, net cash used in operating activities was $22.3 million, primarily due to a net loss of $140.7 million adjusted for non-cash charges of $109.0 million and net changes in our operating assets and liabilities of $9.4 million.
These costs primarily include payments to third-party cloud infrastructure providers for hosting software solutions, costs associated with application service providers utilized to deliver the platform, personnel-related costs, including salaries, cash-based performance compensation, benefits and stock-based compensation, and overhead cost allocations, including rent, utilities, depreciation, information technology costs, amortization of internal use software and certain administrative personnel costs. 50 Table of Contents We intend to continue to invest additional resources in our platform infrastructure and our customer support and success organizations to expand the capabilities of our platform.
These costs primarily include payments to third-party cloud infrastructure providers for hosting software solutions, costs associated with application service providers utilized to deliver the platform, personnel-related costs, including salaries, cash-based performance compensation, benefits and stock-based compensation, and overhead cost allocations, including rent, utilities, depreciation, information technology costs, amortization of internal use software and certain administrative personnel costs.
We have generated losses from our operations as reflected in our accumulated deficit of $215.0 million as of January 31, 2022, and cash flows used in operating activities for the fiscal year ended January 31, 2022 of $35.4 million.
We have generated losses from our operations as reflected in our accumulated deficit of $353.9 million as of January 31, 2023, and cash flows used in operating activities for the fiscal year ended January 31, 2023 of $22.3 million.
For the fiscal year ended January 31, 2021, net cash used in operating activities was $6.1 million, primarily due to a net loss of $32.0 million adjusted for non-cash charges of $21.2 million and net changes in our operating assets and liabilities of $4.7 million.
For the fiscal year ended January 31, 2022, net cash used in operating activities was $35.4 million, primarily due to a net loss of $78.2 million adjusted for non-cash charges of $68.4 million and net changes in our operating assets and liabilities of 54 Table of Contents $25.7 million.
Gross margin is gross profit expressed as a percentage of revenue. Our gross margin may fluctuate from period to period as our revenue and cost of revenue fluctuates, including as a result of the timing and amount of resources we dedicate to improving our platform and expanding our products.
Our gross margin may fluctuate from period to period as our revenue and cost of revenue fluctuates, including as a result of the timing and amount of resources we dedicate to improving our platform and expanding our products. Operating Expenses Our operating expenses consist of sales and marketing, research and development and general and administrative expenses.
We determine the estimated benefit period by considering both qualitative and quantitative factors, including the length of the subscription terms in our customer contracts and the anticipated life of our technology, among other factors. Stock-Based Compensation Accounting for stock-based compensation requires us to make a number of judgments, estimates and assumptions.
We determine the estimated benefit period by considering both qualitative and quantitative factors, including the length of the subscription terms in our customer contracts and the anticipated life of our technology, among other factors.
Cost of Revenue, Gross Profit and Gross Margin Fiscal Year Ended January 31, 2022 2021 Change % Change ($ in thousands) Cost of revenue $ 78,511 $ 54,511 $ 24,000 44.0 % Gross profit $ 159,524 $ 95,680 $ 63,844 66.7 % Gross margin 67.0 % 63.7 % T he increase in cost of revenue of $24.0 million, or 44.0% , for the fiscal year ended January 31, 2022 compared to the fiscal year ended January 31, 2021 was primarily driven by an increase of $11.0 million in hosting, infrastructure, and other third-party fees associated with delivering our platform and an $8.1 million increase in third-party messaging fees associated with growth in our email and SMS channels.
Cost of Revenue, Gross Profit and Gross Margin Fiscal Year Ended January 31, 2023 2022 Change % Change ($ in thousands) Cost of revenue $ 115,818 $ 78,511 $ 37,307 47.5 % Gross profit $ 239,608 $ 159,524 $ 80,084 50.2 % Gross margin 67.4 % 67.0 % T he increase in cost of revenue of $37.3 million, or 47.5%, for the fiscal year ended January 31, 2023 compared to the fiscal year ended January 31, 2022 was primarily driven by an increase of $15.4 million in hosting, infrastructure, and other third-party fees associated with delivering our platform and an $11.2 million increase in third-party messaging fees associated with growth in our email and SMS channels.
Comparison of the Fiscal Years Ended January 31, 2021 and January 31, 2020 For a discussion regarding our financial condition and results of operations for the fiscal year ended January 31, 2021 compared to the fiscal year ended January 31, 2020, refer to “Management's Discussion and Analysis of Financial Condition and Results of Operations” in our Final Prospectus filed with the SEC pursuant to Rule 424(b)(4) on November 18, 2021.
Comparison of the Fiscal Years Ended January 31, 2022 and January 31, 2021 For a discussion regarding our financial condition and results of operations for the fiscal year ended January 31, 2022 compared to the fiscal year ended January 31, 2021, refer to “Management's Discussion and Analysis of Financial Condition and Results of Operations” in our Annual Report on Form 10-K for our fiscal year ended January 31, 2022, filed with the SEC on March 31, 2022.
Additionally, the increase was driven in part by an increase in amortization of deferred contract costs of $6.4 million as a result of sales growth, an increase of $0.7 million in travel and entertainment costs due to the loosening of COVID-19 travel and event restrictions, and an increase in advertising and marketing costs of $4.1 million.
Additionally, the increase was driven in part by an increase in amortization of deferred contract costs of $8.4 million as a result of sales growth and an increase of $15.6 million in promotional, marketing, and travel and entertainment costs were primarily due to the loosening of COVID-19 travel and event restrictions which allowed for in-person, internal company trainings, in-person marketing events and in-person customer meetings.
Approximately 62.0% of the increase in subscription revenue was attributable to the growth from existing customers due to customer expansion of committed entitlements and features, and the remaining 38.0% was attributable to new customers. Total customers grew to 1,375 as o f January 31, 2022 from 890 as of January 31, 2021.
Approximately 72.5% of the increase in subscription revenue was attributable to the growth from existing customers due to customer expansion of committed contractual entitlements and features, and the remaining 27.5% was attributable to new customers. Total customers grew to 1,770 as of January 31, 2023 from 1,375 as of January 31, 2022. Professional services revenue increased $0.7 million, or 4%.
This is determined by following a five-step process, which includes (1) identifying the contract with a customer, (2) identifying the performance obligations in the contract, (3) determining the transaction price, (4) allocating the transaction price and (5) recognizing revenue when we satisfy a performance obligation.
This is determined by following a five-step process, which includes (1) identifying the contract with a customer, (2) identifying the performance obligations in the contract, (3) determining the transaction price, (4) allocating the transaction price and (5) recognizing revenue when we satisfy a performance obligation. 56 Table of Contents We identify performance obligations in a contract based on the goods and services that will be transferred to the customer that are identifiable from other promises in the contract, or that are distinct.
As we continue to expand our operations, we expect an increase in personnel headcount and expansion of our global footprint. Sales and Marketing Sales and marketing expenses consist primarily of personnel costs for our sales and marketing organization, sales commissions, costs related to brand awareness, sponsorships, customer marketing events and advertising, agency costs, travel-related expenses and allocated overhead costs.
Sales and Marketing Sales and marketing expenses consist primarily of personnel costs for our sales and marketing organization, sales commissions, costs related to brand awareness, sponsorships, customer marketing events and advertising, agency costs, travel-related expenses and allocated overhead costs. We intend to continue to invest in sales and marketing to help drive the growth of our business.
We believe our continued innovation will provide new avenues for growth through which we will continue to deliver differentiated outcomes for our customers. We intend to continue to invest in building additional products that expand our capabilities and facilitate the extension of our platform to new channels and use cases.
We intend to continue to invest in building additional products that expand our capabilities and facilitate the extension of our platform to new channels and use cases.
Operating Expenses Our operating expenses consist of sales and marketing, research and development and general and administrative expenses. Personnel costs, including salaries, cash-based performance compensation, benefits and stock-based compensation, are the most significant component of operating expenses. Operating expenses also include allocated overhead costs, which include rent, utilities, depreciation, information technology costs and certain administrative personnel costs.
Personnel costs, including salaries, cash-based performance compensation, benefits and stock-based compensation, are the most significant component of operating expenses. Operating expenses also include allocated overhead costs, which include rent, utilities, depreciation, information technology costs and certain administrative personnel costs. As we continue to expand our operations, we expect an increase in personnel headcount and expansion of our global footprint.
For example, we continue to develop our artificial intelligence capabilities to enable brands to better analyze and act on customer data. We believe our market-driven product development approach maximizes the return on new feature development and channel expansion. Our customers consistently volunteer to participate in the testing of new products, which indicates their appetite for new and innovative functionality.
We are focused on investing in research and development to continue to enhance our platform. For example, we continue to enable brands to better analyze and act on customer data, to develop our artificial intelligence capabilities, and to expand on channel offerings. We believe our market-driven product development approach maximizes the return on new feature development and channel expansion.
Subscription services primarily consist of access to our customer engagement platform and related customer support. Our customers enter into a subscription for committed contractual entitlements.
Components of Results of Operations Revenue Revenue is derived from two primary sources: (1) subscription services and (2) professional services and other. Subscription services primarily consist of access to our customer engagement platform and related customer support. Our customers enter into a subscription for committed contractual entitlements.
General and Administrative Expense Fiscal Year Ended January 31, 2022 2021 Change % Change ($ in thousands) General and administrative $ 51,564 $ 27,959 $ 23,605 84.4 % The increase in general and administrative expenses of $23.6 million, or 84.4% , for the fiscal year ended January 31, 2022 compared to the fiscal year ended January 31, 2021 was primarily driven by an increase in personnel and overhead costs of $20.9 million, which included $11.2 million of stock-based compensation costs .
General and Administrative Expense Fiscal Year Ended January 31, 2023 2022 Change % Change ($ in thousands) General and administrative $ 88,771 $ 51,564 $ 37,207 72.2 % The increase in general and administrative expenses of $37.2 million, or 72.2%, for the fiscal year ended January 31, 2023 compared to the fiscal year ended January 31, 2022 was primarily driven by an increase in personnel and overhead costs of $21.8 million , which included $2.7 million of stock-based compensation costs, a nd an increase in legal, regulatory, and professional services costs of $5.9 million.
The level, timing and relative investment in our infrastructure could affect our cost of revenue in the future. We expect our cost of revenue to increase for the foreseeable future as we continue to grow our business. Gross Profit and Gross Margin Gross profit represents revenue less cost of revenue.
We expect our cost of revenue to increase for the foreseeable future as we continue to grow our business. Gross Profit and Gross Margin 49 Table of Contents Gross profit represents revenue less cost of revenue. Gross margin is gross profit expressed as a percentage of revenue.
We routinely evaluate the appropriateness of the forfeiture rate based on actual forfeiture experience, analysis of employee turnover and expectations of future option exercise behavior. We will continue to use judgment in evaluating the assumptions related to our stock-based compensation on a prospective basis.
We routinely evaluate the appropriateness of the forfeiture rate based on actual forfeiture experience, analysis of employee turnover and expectations of future option exercise behavior.
These increases were due to economies of scale as our infrastructure costs to support our revenue growth did not increase at the same pace as our revenue. In addition, we have undertaken initiatives to optimize the costs of our tech stack and drive personnel efficiencies related to customer support functions.
In addition, we have undertaken initiatives to optimize the costs of our tech stack and drive personnel efficiencies related to customer support functions.
Research and Development Expense Fiscal Year Ended January 31, 2022 2021 Change % Change ($ in thousands) Research and development $ 59,034 $ 29,212 $ 29,822 102.1 % Th e increase in research and development expense of $29.8 million, or 102.1% , for the fiscal year ended January 31, 2022 compared to the fiscal year ended January 31, 2021 was primarily driven by an increase of personnel and overhead costs of $27.2 million, which included $13.5 million of stock-based compensation costs .
Research and Development Expense Fiscal Year Ended January 31, 2023 2022 Change % Change ($ in thousands) Research and development $ 97,293 $ 59,034 $ 38,259 64.8 % Th e increase in research and development expense of $38.3 million , or 64.8%, for the fiscal year ended January 31, 2023 compared to the fiscal year ended January 31, 2022 was primarily driven by an increase of personnel and overhead costs of $35.8 million , which included $13.3 million of stock-based compensation costs , to support our continued investment in the features and functionality of our platform, coupled with an overall increase in grant date fair value of the equity awards.
The increase in personnel costs was primarily due to a year-over-year increase in headcount. In addition, professional service fees increased $1.0 million and infrastructure and software costs increased $0.8 million as part of our strategy to continue investing in our technology and to develop new and improve existing functionalities for our platform.
The increase in personnel costs was primarily due to a year-over-year increase in headcount. In addition, software costs increased $1.5 million as we continue investing in our platform.
Operating Expenses Sales and Marketing Expense Fiscal Year Ended January 31, 2022 2021 Change % Change ($ in thousands) Sales and marketing $ 127,137 $ 70,661 $ 56,476 79.9 % The increase in sales and marketing expense of $56.5 million, or 79.9% , for the fiscal year ended January 31, 2022 compared to the fiscal year ended January 31, 2021 was primarily driven by an increase in personnel costs and overhead costs of $42.4 million, which included $13.4 million of stock-based compensation costs, as a result of a year-over-year increase in headcount, and an increase in software and recruiting fees of $2.1 million as we continue to expand our sales and marketing presences globally.
Operating Expenses Sales and Marketing Expense Fiscal Year Ended January 31, 2023 2022 Change % Change ($ in thousands) Sales and marketing $ 201,684 $ 127,137 $ 74,547 58.6 % The increase in sales and marketing expense of $74.5 million, or 58.6%, for the fiscal year ended January 31, 2023 compared to the fiscal year ended January 31, 2022 was primarily driven by an increase in personnel and overhead costs of $47.2 million, which included $7.6 million of stock-based compensation costs, as a result of a year-over-year increase in headcount, coupled with an overall increase in grant date fair value of the equity awards.
Net cash provided by investing activities was $22.5 million for the fiscal year ended January 31, 2021, primarily consisting of maturities of marketable securities of $86.2 million, partially offset by purchases of marketable securities of $59.4 million and purchases of property and equipment and capitalized internal-use software costs of $2.5 million and $1.9 million, respectively.
Investing Activities Net cash used in investing activities was $398.5 million for the fiscal year ended January 31, 2023, primarily consisting of purchases of marketable securities of $638.2 million, partially offset by maturities of marketable securities of $256.4 million.
Determining the distinct performance obligations in a contract requires judgment. Our performance obligations primarily include access to our platform, which includes subscription contracts, technical support and platform updates and professional services, which include onboarding services. We allocate the transaction price of the contract to each distinct performance obligation on a relative standalone selling price basis.
If not considered distinct, the promised goods or services are combined with other goods or services and accounted for as a combined performance obligation. Determining the distinct performance obligations in a contract requires judgment. Our performance obligations primarily include access to our platform, which includes subscription contracts, technical support and platform updates and professional services, which include onboarding services.
Since our inception, we have financed our operations primarily through the net proceeds received from the sales of equity securities and cash generated from the sale of subscriptions to our platform.
The investment income that we generate on these investments is not material to our overall cash balance, but may be adversely affected due to volatility in interest rates. Since our inception, we have financed our operations primarily through the net proceeds received from the sales of equity securities and cash generated from the sale of subscriptions to our platform.
Our out-of-product channels include, but are not limited to, mobile push notifications, web push notifications, email, SMS and MMS messages, webhooks, Facebook and Google advertisements and multiple over-the-top media services and connected TV channels. In addition to monthly active users, we have a history of increasing annual recurring revenue, or ARR, from our customers.
Currently, our in-product messaging channels consist of Content Cards, which embed personalized content into a brand’s website or application, and in-app and in-browser messages. 47 Table of Contents Our out-of-product channels include, but are not limited to, mobile push notifications, web push notifications, email, SMS and MMS messages, webhooks, Facebook and Google advertisements and multiple over-the-top media services and connected TV channels.
The increase in total customers was the primary driver of a $7.2 million or 79.4% increase in professional services revenue from configuration services provided to those new customers. Additionally, in the fiscal year ended January 31, 2022 our international revenue increased by $35.7 million as we continue to expand market penetration in regions such as Europe and Asia-Pacific.
Additionally, in the fiscal year ended January 31, 2023, our international revenue increased by $55.1 million as we continue to expand market penetration in regions such as Europe and Asia-Pacific.
Summary of Significant Accounting Policies, to the consolidated financial statements appearing elsewhere in this Annual Report on Form 10-K for a discussion of recent accounting pronouncements. JOBS Act Accounting Election Section 107(b) of the JOBS Act provides that an emerging growth company can take advantage of an extended transition period for complying with new or revised accounting standards.
JOBS Act Accounting Election Section 107(b) of the Jumpstart Our Business Startups Act of 2012, or the JOBS Act, provides that an emerging growth company can take advantage of an extended transition period for complying with new or revised accounting standards.
The non-cash adjustments primarily relate to stock-based compensation of $7.5 million, amortization of deferred contract costs of $10.6 million and depreciation and amortization expense of $1.6 million.
The non-cash adjustments primarily relate to stock-based compensation of $72.2 million, amortization of deferred contract costs of $23.6 million, depreciation and amortization expense of $4.6 million, and expense associated with the donation of our Class A common stock to a charitable donor-advised fund of $4.3 million.
Accordingly, these are the policies we believe are the most critical to aid in fully understanding and evaluating our consolidated financial condition and results of operations. Revenue Recognition We recognize revenue in accordance with Accounting Standards Codification Topic 606, Revenue from Contracts with Customers, which we adopted as of February 1, 2019 on a modified retrospective basis.
Accordingly, these are the policies we believe are the most critical to aid in fully understanding and evaluating our consolidated financial condition and results of operations. Revenue Recognition We generate revenue from fees related to subscription services and professional services and other.
The cash inflow from changes in our operating assets and liabilities was primarily the result of an increase of deferred revenue of $23.4 million due to timing of subscriptions and renewals and an overall increase in revenue and an increase in accrued expenses and other current liabilities of $13.8 million incurred to support the growth of the business.
The cash inflows from changes in our operating assets and liabilities were primarily due to an increase in deferred revenue of $39.9 million as a result of increased billings driven by timing of subscriptions and renewals.
Liquidity and Capital Resources Sources of Funds As of January 31, 2022, our principal source of liquidity was cash, cash equivalents and marketable securities of $518.1 million. Our cas h and cash equivalents consist of deposit accounts, interest-bearing money market accounts and overnight short-term repurchase agreements that are stated at fair value.
Our cas h and cash equivalents consist of deposit accounts, interest-bearing money market accounts, and U.S. government securities that are stated at fair value. Our marketable securities positions consists mostly of highly liquid short-term investments.
Net cash provided by financing activities was $4.9 million for the fiscal year ended January 31, 2021, primarily consisting of the proceeds from the exercise of common stock options of $2.8 million and an investment in our redeemable non-controlling interest in connection with our joint venture Braze KK of $2.5 million.
Financing Activities Net cash provided by financing activities was $11.3 million for the fiscal year ended January 31, 2023, consisting solely of proceeds from the exercise of common stock options.
Common Stock Valuations Prior to our initial public offering, the fair value of the shares of our common stock underlying the stock options has historically been determined by our board of directors, with input from management and contemporaneous third-party valuations, as there was no public market for our common stock.
As such, the dividend yield has been estimated to be zero. Fair Value of Common Stock Prior to our initial public offering, the fair value of the common stock underlying the stock option awards was determined by our board of directors.
Using our platform, brands ingest and process customer data in real time, orchestrate and optimize contextually relevant, cross-channel marketing campaigns, and continuously evolve their customer engagement strategies. Our customers include many established global enterprises and leading technology innovators, and span a wide variety of sizes and industries, including retail, eCommerce, media, entertainment and on-demand services.
Our platform is designed so that interactions between brands and consumers have the same relevance and cross-channel continuity as human interactions. 46 Table of Contents Our customers include many established global enterprises and leading technology innovators, and span a wide variety of sizes and industries, including retail, eCommerce, media, entertainment and on-demand services.
In addition, we had an increase in personnel costs and overhead costs of $4.2 million .
In addition, we had an increase in personnel and overhead costs of $10.3 million. The increased infrastructure, messaging, and personnel costs were incurred to support overall revenue growth.
The increased infrastructure, messaging, and personnel costs were incurred to support overall revenue growth. 53 Table of Contents Our gross profit increased $63.8 million, or 66.7% , in t he fiscal year ended January 31, 2022 compared to the fiscal year ended January 31, 2021, and our gross margin increased by 3.3% to 67.0% in the fiscal year ended January 31, 2022 from 63.7% in the fiscal year ended January 31, 2021.
Our gross profit increased $80.1 million, or 50.2%, in the fiscal year ended January 31, 2023 compared to the fiscal year ended January 31, 2022, and our gross margin increased by 0.4% to 67.4% in the fiscal year ended January 31, 2023 from 67.0% in the fiscal year ended January 31, 2022.
We use the U.S. Treasury yield that corresponds with the expected term for our risk-free interest rate. • Expected dividends . We utilize a dividend yield of zero, as we do not currently issue dividends and do not expect to do so in the foreseeable future. • Forfeiture rate .
Risk-Free Interest Rate The risk-free interest rate is based on the implied yield currently available on U.S. Treasury zero-coupon issues with an equivalent term of the expected life of the option on the grant date. Dividend Yield 57 Table of Contents We have not declared or paid dividends to date and do not anticipate declaring dividends in the foreseeable future.
Sustaining Innovation and Technology Leadership Our success is dependent on our ability to sustain innovation and technology leadership in order to maintain our competitive advantage. We are focused on investing in research and development to continue to enhance our platform.
Although these investments in geographic regions may negatively affect our operating results in the near term, we believe that they will contribute to our long-term growth. Sustaining Innovation and Technology Leadership Our success is dependent on our ability to sustain innovation and technology leadership in order to maintain our competitive advantage.
The increase in personnel costs was primarily due to a year-over-year increase in headcount as we continue to invest in our finance and administrative functions to build processes, systems, and controls to enable our internal support functions to scale with the growth of our business.
The increases were primarily due to a period-over-period increase in headcount, coupled with an overall increase in grant date fair value of the equity awards, as well as continued investments in our finance and administrative functions to build processes, systems, and controls to enable our ongoing compliance with public company legal and regulatory requirements.
Provision for Income Taxes Provision for income taxes consists of state income taxes and income taxes in certain foreign jurisdictions in which we conduct business. We maintain a full valuation allowance on our 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 Provision for income taxes consists of state income taxes and income taxes in certain foreign jurisdictions in which we conduct business.
As of January 31, 2022, we had approximately 3.7 billion monthly active users, up from approximately 3.0 billion monthly active users as of January 31, 2021. Currently, our in-product messaging channels consist of Content Cards, which embed personalized content into a brand’s website or application, and in-app and in-browser messages.
As of January 31, 2023, we had approximately 4.8 billion monthly active users, up from approximately 3.7 billion monthly active users as of January 31, 2022.
These factors include: • the prices of our common or preferred stock sold to third-party investors by us and in secondary transactions; • lack of marketability of our common stock; • our actual operating and financial performance; • current business conditions and projections; • hiring of key personnel and the experience of our management; • our history and the introduction of new services; • our stage of development; • likelihood of achieving a liquidity event, such as an initial public offering or a merger or acquisition given prevailing market conditions; • the market performance of comparable publicly traded companies; and • United States and global capital markets conditions.
These factors included, but were not limited to, (i) contemporaneous third party valuations of our common stock; (ii) the rights, preferences, and privileges of our convertible preferred stock relative to our common stock; (iii) the lack of marketability of our common stock; (iv) stage and development of our business; (v) general economic conditions; and (vi) the likelihood of achieving a liquidity event, such as an initial public offering or sale of our company, given prevailing market conditions.
In accordance with the American Institute of Certified Public Accountants Practice Aid, Valuation of Privately Held Company Equity Securities Issued as Compensation, our board of directors has exercised reasonable judgment and considered numerous objective and subjective factors to determine the best estimate of the fair value of our common stock at each grant date.
Given the absence of a public trading market, our board of directors considered numerous objective and subjective factors to determine the fair value of our common stock at each meeting at which awards were approved.