UNITED STATES

SECURITIES AND EXCHANGE COMMISSION

Washington, D.C. 20549

FORM 10-K

(Mark One)

For the fiscal year ended December 31, 2022

OR

Commission File Number 001-40817

AMPLITUDE, INC.

(Exact name of Registrant as specified in its Charter)

Registrant’s telephone number, including area code: (415) 231-2353

Securities registered pursuant to Section 12(b) of the Act:

Securities registered pursuant to Section 12(g) of the Act: None

Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act. Yes ☒ No ☐

Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or 15(d) of the Act. Yes ☐ No ☒

Indicate by check mark whether the registrant: (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the Registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days. Yes ☒ No ☐

Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of Regulation S-T (§232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit such files). Yes ☒ No ☐

Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, smaller reporting company, or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company,” and “emerging growth company” in Rule 12b-2 of the Exchange Act.

If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act. ☐

Indicate by check mark whether the registrant has filed a report on and attestation to its management’s assessment of the effectiveness of its internal control over financial reporting under Section 404(b) of the Sarbanes-Oxley Act (15 U.S.C. 7262(b)) by the registered public accounting firm that prepared or issued its audit report. ☒

If securities are registered pursuant to Section 12(b) of the Act, indicate by check mark whether the financial statements of the registrant included in the filing reflect the correction of an error to previously issued financial statements. ☐


Indicate by check mark whether any of those error corrections are restatements that required a recovery analysis of incentive-based compensation received by any of the registrant’s executive officers during the relevant recovery period pursuant to §240.10D-1(b). ☐

Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act). Yes ☐ No ☒

The aggregate market value of the voting and non-voting common equity held by non-affiliates of the Registrant, based on the closing price of the shares of Class A common stock on the Nasdaq Capital Market on June 30, 2022, was approximately $806.2 million.

As of February 8, 2023, there were 76,481,146 shares of the registrant's Class A common stock and 37,848,642 shares of the registrant's Class B common stock, each with a $0.00001 par value per share, outstanding.

DOCUMENTS INCORPORATED BY REFERENCE

Table of Contents

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SPECIAL NOTE REGARDING FORWARD-LOOKING STATEMENTS

This Annual Report on Form 10-K contains forward-looking statements. We intend such forward-looking statements to be covered by the safe harbor provisions for forward-looking statements contained in Section 27A of the Securities Act of 1933, as amended (the “Securities Act”), and Section 21E of the Securities Exchange Act of 1934, as amended (the “Exchange Act”). All statements other than statements of historical facts contained in this Annual Report on Form 10-K may be forward-looking statements. In some cases, you can identify forward-looking statements by terms such as “may,” “will,” “should,” “expects,” “plans,” “anticipates,” “could,” “intends,” “targets,” “projects,” “contemplates,” “believes,” “estimates,” “forecasts,” “predicts,” “potential” or “continue” or the negative of these terms or other similar expressions. Forward-looking statements contained in this Annual Report on Form 10-K include, but are not limited to statements about:

We caution you that the foregoing list does not contain all of the forward-looking statements made in this Annual Report on Form 10-K.

You should not rely upon forward-looking statements as predictions of future events. We have based the forward-looking statements contained in this Annual Report on Form 10-K primarily on our current expectations, estimates, forecasts, and projections about future events and trends that we believe may affect our business, results of operations, financial condition, and prospects. Although we believe that we have a reasonable basis for each forward-looking statement contained in this Annual Report on Form 10-K, we cannot guarantee that the future results, levels of activity, performance, or events and circumstances reflected in the forward-looking statements will be achieved or occur at all. The outcome of the events described in these forward-looking statements is subject to risks, uncertainties, and other factors discussed in Part I, Item 1A, “Risk Factors” in this Annual Report on Form 10-K. Moreover, we operate in a very competitive and rapidly changing environment. New risks and uncertainties emerge from time to time, and it is not possible for us to predict all risks and uncertainties that could have an impact on the forward-looking statements contained in this Annual Report on Form 10-K. The results, events, and circumstances reflected in the forward-looking statements may not be achieved or occur, and actual results, events, or circumstances could differ materially from those described in the forward-looking statements.

The forward-looking statements made in this Annual Report on Form 10-K relate only to events as of the date on which the statements are made available. We undertake no obligation to update any forward-looking statements made in this Annual Report on Form 10-K to reflect events or circumstances after the date of this Annual Report on Form 10-K or to reflect new information or the occurrence of unanticipated events, except as required by law. We may not actually achieve the plans, intentions, or expectations disclosed in our forward-looking statements, and you should not place undue reliance on our forward-looking statements. Our forward-looking statements do not reflect the potential impact of any future acquisitions, mergers, dispositions, joint ventures, or investments we may make.

In addition, statements that “we believe” and similar statements reflect our beliefs and opinions on the relevant subject. These statements are based upon information available to us as of the date of this Annual Report on Form 10-K, and while we believe such information forms a reasonable basis for such statements, such information may be limited or incomplete, and our statements should

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not be read to indicate that we have conducted an exhaustive inquiry into, or review of, all potentially available relevant information. These statements are inherently uncertain, and you are cautioned not to unduly rely upon these statements.

You should read this Annual Report on Form 10-K and the documents that we reference in this Annual Report on Form 10-K and have filed as exhibits to this Annual Report on Form 10-K, completely and with the understanding that our actual future results may be materially different from what we expect. We qualify all of the forward-looking statements in this Annual Report on Form 10-K by these cautionary statements.

SUMMARY OF RISK FACTORS

Our business is subject to a number of risks and uncertainties, as more fully described in Part I, Item 1A, “Risk Factors” in this Annual Report on Form 10-K. The following is a summary of principal risks and uncertainties that could materially adversely affect our business, financial condition, and results of operations. This summary should be read in conjunction with the “Risk Factors” section and should not be relied upon as an exhaustive summary of the material risks and uncertainties facing our business.

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PART I

Item 1. Business.

Overview

We are driving the evolution of a new category of software called digital analytics. Our Digital Analytics Platform serves as the command center for businesses to connect digital products to business outcomes, and provides self-service visibility into the entire customer journey. With Amplitude, organizations can build amazing product experiences, drive revenue growth, and win their categories. Digital analytics is emerging as a strategic investment for every company to survive and thrive in the digital-first world.

Digital products are embedded in every part of our daily lives and digital has become the primary way business is done. The ability for companies to offer compelling digital products and services has become a matter of survival.

The way that companies build digital products is going through a fundamental change from being intuition-based to data-driven. Product teams have historically decided what to build based on qualitative gut feel and without a firm understanding of what will drive business results. Today, the best teams are those that build their strategy around product data, which connects the attributes of individual end users with their actual behavior. Product data has become the next untapped growth lever to transform how businesses build products, gain key insights into which features have the greatest business impact, and connect with customers.

The amount of time that consumers spend interacting with digital products has led to an explosion of both the quantity and diversity of data. Because products themselves are generators of data, for the first time, in-product behavior can now be analyzed. With product data, teams can gain insight from the specific actions end users take within digital products and answer important questions, such as where in the purchase journey do users experience friction, what are the top user paths between signup and trial conversion, and which features increase new customer retention.

Traditionally, businesses have spent billions of dollars on a patchwork of systems, including web and marketing analytics, business intelligence tools, and sentiment tools, to help understand how their digital product investments drive business outcomes. These tools were not built on product data and do not understand in-product behavior, nor were they built for the scale and complexity of digital products to provide actionable and real-time product-driven insights. Businesses today do not know if their strategic product decisions are the right ones, and they do not have the insights to help ensure they work.

Digital analytics can show companies what users like about their products, where they get stuck, and what keeps them coming back. These insights enable companies to adapt their digital product experiences to each customer to maximize engagement, retention, and lifetime value. And they show companies how to innovate, what changes to make, and when to double down or go in a different direction.

Product, data, engineering, and marketing teams are often forced to make business decisions in a vacuum and without understanding the linkage between product decisions and business outcomes. Digital analytics leverages the power of data-driven products to create this linkage automatically. In addition, having a common lens into customer and product data helps every team transform their function, from launching brand-defining marketing campaigns to reimagining customer support. Bringing shared data and common visibility to every team will be a business-critical requirement in the digital analytics era.

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How Amplitude Powers Digital Analytics

We built the first Digital Analytics Platform that brings together a new depth of customer understanding with the speed of action to optimize experiences. We power some of the most beloved and iconic consumer and B2B digital products. We enable businesses, regardless of size, industry, or where they are in their digital maturity, to unleash digital innovation and growth. Our system unifies product, marketing, data, and executive teams, by giving them the common visibility to drive business outcomes with agility and confidence.

Our Digital Analytics Platform consists of the following integrated solutions:

At the core of our Digital Analytics Platform is the Amplitude Behavioral Graph, a proprietary behavioral database purpose-built for complex, interactive behavioral queries, with novel approaches to normalizing, classifying, and partitioning behavioral data. The Behavioral Graph scales to look at every individual customer action taken in a digital product and identifies combinations of actions that lead to a desired outcome. The Behavioral Graph processes behavioral data points to help answer questions like why do users convert or drop off, which interactions predict likelihood to buy, and what are the most common paths users take.

We are Mission Critical to Our Customers

As of December 31, 2022, we serve almost 2,000 paying customers globally, from the most ambitious startups to the largest global enterprises. We are the trusted source of customer and product insight for the world’s leading data-driven, product-led digital companies and bring the same technology to the remaining companies that lack this expertise. We serve customers across virtually every industry, including finance, media, retail, industrials, hospitality, healthcare, and telecom, as well as companies in various stages of digital maturity. Digital analytics has become mission critical to companies of all sizes and in all industries to keep up with the pace of innovation required to survive in the digital-first world.

Our Digital Analytics Platform is mission critical to our customers’ success. Within our largest customers, thousands of users leverage our system to drive better outcomes in their respective functional areas. The broad applicability and ease of use of our system results in significant commitments by our customers as part of their core technology stack. As of December 31, 2022 and 2021, we had 480 and 385 customers, respectively, that each represented greater than $100,000 in Annual Recurring Revenue (“ARR”) and 30 and 29 customers, respectively, that each represented greater than $1 million in ARR, demonstrating how critical we are to our customers’ success.

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Our Business Model

We generate revenue primarily through selling subscriptions to our platform. We reach customers through an efficient direct sales motion, solution partners, and product-led growth initiatives, including subscription plans to meet the needs of a diverse range of companies. Our pricing model is based on both the platform functionality required by our customers as well as committed volume. For the year ended December 31, 2022, subscription revenue comprised 97% of our total revenue. Our customers typically look to use our platform for an initial business use case they have identified, such as analytics on a digital product. As our customers experience the value of our platform in helping to drive business outcomes in that initial use case, they frequently expand that initial use case, expand into new use cases, and expand into additional products. Examples of ways customers expand the use of our platform include the following:

Our ability to expand within our customer base is also demonstrated by our strong dollar-based net retention rate. As of December 31, 2022 and 2021, our dollar-based net retention rate across paying customers was 119% and 123%, respectively.

Industry Trends

Digital is the New Battlefield for Business Survival

Today, digital products are embedded in every part of our daily lives. The ability for companies to offer compelling digital products and services has become a matter of survival. Several mega-trends are forcing companies to move to digital first, including the continued rise of mobile and cloud, making it easier than ever for new entrants to disrupt existing markets through digital; the rise of the digital economy; and businesses' shift in focus from customer acquisition to customer retention.

The Revenue Center is Shifting from Sales and Marketing to Product

Once considered a cost center for the business, the digital product is now becoming the primary lever in a business to drive growth. The growing importance of product-led growth to a company’s survival has fundamentally shifted how companies go to market and invest in innovation.

The revenue center of a business is shifting away from acquisition-focused marketing and sales to retention and expansion through sustained customer engagement within digital products. User engagement, user behavior, customer retention rate, and customer lifetime value have become the new standard metrics to measure the productivity and efficiency of any business. Additionally, as heightened user and data privacy concerns move to limit the type of data app developers and advertisers can use or sell to target customers, it will become increasingly difficult for businesses to acquire their way to growth through traditional marketing and advertising initiatives.

The Approach to Building Digital Products is Being Reinvented

The way that companies build digital products is going through a fundamental shift from being intuition-based to using data derived from the digital product itself to make decisions. Data-driven products:

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Data and insights are only valuable if they can be leveraged by cross-functional stakeholders jointly responsible for making decisions. When product data acts as a single source of truth, every team has access to the same common data to explore and reach alignment on shared goals and actions plans. Data-driven organizations that make data both accessible and actionable enable their teams to expedite the decision making process, thereby iterating on and improving their digital products with greater agility. The faster organizations are able to iterate, the stronger their systematic advantages are against competitors that lack such expertise. With digital products becoming the revenue center of business, a new generation of digital leaders that span across all functions within an organization is required.

Digital Transformation Brings the Imperative of Digital Analytics

While digital transformation has long focused on building web-enabled customer experiences, the role that digital analytics plays is becoming increasingly important.

Digital analytics brings product data to bear on decisions about how a business is run, how to accelerate product innovation, and how to drive growth. And its promise is rooted in the connection between product decisions and business outcomes.

Digital analytics can show companies what users like about their products, where they get stuck, and what keeps them coming back. These insights enable companies to adapt their digital product experiences to each customer to maximize engagement, retention, and lifetime value. And they show companies how to innovate, what changes to make, and when to double down or go in a different direction–thereby answering the fundamental question of how their products drive their business growth.

We believe digital analytics will continue to be a strategic business imperative as digital transformation continues at an accelerated pace across companies of all sizes. It will help make sense of the exponential increase in digital product and user behavioral data–and that the right product bets are made as a result.

Businesses Need a Fundamentally New Approach to Drive Digital Analytics

Businesses have spent billions of dollars on a patchwork of systems to help understand how their digital product investments drive business outcomes. However, these systems were not built for insight on product data in real time and at scale, leveraging the wrong data and undertaking a misguided approach.

Why is product data different?

The sum of all this complexity means existing categories of software fail to understand product data and were not designed to adequately address the needs of today’s digital analytics era:

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The Amplitude Digital Analytics Platform

We built the first Digital Analytics Platform that brings together a new depth of customer understanding with the speed of action to optimize experiences in the moment. It is the only unified system that answers the question: “How do your digital products drive your business?” We power the most-beloved digital products and teams with actionable data and insights – regardless of size, industry, or digital maturity – so they can unleash digital innovation and growth. We make critical data accessible and actionable to every team – allowing product, marketing, engineering, analytics, customer success, and executive teams to align around common visibility and to drive business outcomes with greater speed, agility, and confidence.

In today’s digital-first world, we believe every organization must transform to data-driven teams and products that create competitive advantages and long-term value for both their customers and businesses. A Digital Analytics Platform is essential in this new reality – helping businesses understand how their customers use their products, make better decisions, build personalized experiences that engage and retain customers, and measure performance. With Amplitude, teams have access to a fully integrated, self-service system for data, analytics, and personalization – with intelligence and collaboration built in to help teams innovate faster and smarter.

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For instance, we helped a leader in online food delivery answer, “What is the most profitable delivery model that also maximizes order frequency and size?” A popular meditation app discovered the answer to, “How can we redesign our content and app to increase user retention?” And a software company aligned thousands of users across the organization around key metrics and explored questions like, “Why do certain marketing channels show high engagement but low downstream user conversions and revenue?”

Our Digital Analytics Platform consists of the following integrated components:

We power digital analytics for our customers through the following key system capabilities:

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Key Benefits to Our Customers

Our system provides the following key benefits to our customers:

Our Growth Strategies

We intend to pursue the following growth strategies:

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Within our largest customers, we have demonstrated our ability to grow our reach to include thousands of users across their organization who leverage our system to drive business outcomes. Our dollar-based net retention rate as of December 31, 2022 and 2021 was 119% and 123%, respectively, for paying customers. As of December 31, 2022 and 2021, we had 480 and 385 customers, respectively, that each represented greater than $100,000 in ARR and 30 and 29 customers, respectively, that each represented greater than $1 million in ARR, demonstrating how critical we are to our customers’ success.

Our Platform and Technology

Data enters our system through many sources, including our software-development kits (“SDKs”), server side, and integration with our partner systems. It then goes through the processing and cleanup stage before being stored in our behavioral graph which is a user-oriented distributed columnar data store. Our Behavioral Graph powers the analytics, collaboration, prediction, and recommendation platform.

We have designed a system that can process large amounts of data and provide an interactive query/response model. Instead of building a general purpose data storage and processing system similar to data warehouses that would require our users to know SQL and wait a long time to get answers to their analytics-oriented join-heavy queries, we have built a brand new system from the ground up focused on end-user behavior analysis that is optimized to ingest, process, and store it in a specific format, and structure to power low latency query/response.

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Real-time Data Management

The underpinning of the Digital Analytics Platform is our real-time Data Management layer. This layer includes our core data platform that offers our customers a number of tools and capabilities for ingesting data to us, resolving identity to create a consistent and unique identity, and managing customer and product data.

Key differentiators include:

Amplitude Behavioral Graph

Event data is fed into the Amplitude Behavioral Graph, which is purpose-built to handle the scale, speed, and complexity of user behavior in digital products. It is the foundation of all of the analytics and personalization applications and is now an integral part of the Digital Analytics Platform.

Key differentiators include:

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Our Customers

Our Digital Analytics Platform is used globally by organizations of all sizes and across a vast range of industries. As of December 31, 2022 and 2021, we had 1,994 and 1,597 paying customers, respectively, representing year-over-year growth of 25%, and 28 and 26 of the Fortune 100, respectively. We believe that our Digital Analytics Platform can help organizations of all sizes, from the smallest startups to the largest global organizations, unleash the power of digital analytics to drive business outcomes and deliver value to customers. We continue to increase the number of customers who have entered and grown into larger subscriptions with us. As of December 31, 2022 and 2021, we had 480 and 385 customers, respectively, that each represented greater than $100,000 in ARR, representing a 25% increase year-over-year. Additionally, we had 30 and 29 customers, respectively, that each represented greater than $1 million in ARR, up 3% year-over-year. The number of customers representing greater than $100,000 and $1 million in ARR demonstrates the strategic importance of our platform and our ability to both initially land significant accounts and grow them over time.

Sales and Marketing

Our sales and marketing efforts focus on landing customer accounts by addressing an initial digital analytics use case across one or more digital products and expanding those relationships over time as we deliver ongoing value and meet a greater portion of our customers’ digital analytics needs.

We employ an efficient, multi-pronged go-to-market strategy combining direct sales (including field and inside sales), product-led growth initiatives (including subscription plans to meet the needs of a diverse range of companies), and marketing initiatives to supplement our sales efforts. Our field sales personnel focus on attracting new customers as well as expanding usage within our existing customer base. Our sales team is supported by business and sales development professionals and solution consultants who facilitate the sales process through identifying use cases based on customer needs, assessing requirements, addressing security and technical questions, consulting on customers’ data stacks, and finding additional expansion use cases.

In accordance with our ethos to empower companies of all sizes to unleash digital analytics to drive their business, we offer a variety of free and paid plans depending on our customers’ needs. For startups, we offer a Scholarship plan, which consists of a self-serve, free one-year subscription to our Growth plan, to help them turbo-charge their digital analytics efforts. For larger commercial companies and organizations, we offer both free and paid plans. Our free, self-serve Starter plan allows access to a limited set of core offerings, including our leading Analytics offering, and serves as effective brand marketing and a low friction model for getting a single team started with Amplitude, which can also create a glide path to conversion into one of our paid plans. Our paid Growth and Enterprise plans provide access to additional capabilities, functionality, and volume to meet the needs of larger and more complex use cases.

Our professional services team helps customers design and execute their digital analytics, product-led growth, analytics, and personalization projects. We offer our customers implementation, training, and related services to help them realize the full benefits of our Digital Analytics Platform. We also work closely with our partner ecosystem to help them deploy our solutions and build our technology into their services offerings, providing opportunities for us to increase the breadth and depth of our deployment within new and existing customers.

We have approximately 50 partners in the Amplitude partner ecosystem program, which provides solutions to help accelerate our customers’ digital analytics initiatives. Our ecosystem consists of the following:

Our marketing efforts focus on driving our go-to-market demand generation engine across all market segments and across both new and existing customers, as well as raising our brand profile globally. To do this, we utilize a combination of online and offline marketing programs such as online advertising, blogs, public relations, social media, educational white papers and webinars, product demos, workshops, roundtables, and customer case studies. These gatherings focus on attracting a broad mix of prospects and customers to focus on digital analytics and Amplitude product education, and the sharing of customer success stories and best practices.

As of December 31, 2022, we had 431 employees in our sales and marketing organization.

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Human Capital Management

We believe that our company culture enables us to achieve our mission, is a core driver of our business success, and is a significant reason why people choose to build their careers at Amplitude. We are pioneers in this field who endeavor to make product, business, and people decisions that allow us to carry out our mission while staying true to our values. We believe Diversity, Equity, and Inclusion (“DEI”) are rooted in the fabric of our culture. We advance our culture of belonging–in which Humility, Ownership, and Growth Mindset are at the center–by coming together to make a collective impact in our work and our communities. Through strategic initiatives and partnerships, policy development and stewardship, innovation and education, our DEI-embedded culture shapes our future to one where all employees can fully realize their potential.

We use our values as the cornerstone for setting the tone for how we show up with one another and our customers. We are intentional about embedding them as the lens through which we operate. We are deliberate in operationalizing our values through our selection of talent, recognizing, rewarding, and how we celebrate. We regularly recognize and celebrate those who are exemplary models of our values through our Quarterly Values Awards. We believe that it is this focus on our values that is what sets us apart in building a culture of empathy and accountability.

In 2021, we were recognized by San Francisco Business Times and Built In as “Best Places to Work in the Bay Area” and “Best Midsize Places to Work in the Bay Area,” respectively. Additionally, Business Insider has included us in their “Startups to bet your career on” list.

In 2020, together with four of our ecosystem partners, we announced the launch of a joint-initiative called Tech for Black Founders. Our mission is to create an ecosystem that provides resources and technology to empower Black-founded businesses and level the playing field for underserved founders. Our shared goal is to help Black-founded businesses accelerate growth and scale as rapidly and efficiently as possible.

We operate from a place of openness, taking initiative to drive our shared company success, while seeking input in order to grow ourselves and our customers. Our values fuel our growth, guiding us as we learn, succeed, and celebrate together.

As of December 31, 2022, we had a total of 737 employees, including 156 employees located outside the United States. None of our employees is represented by a labor union or covered by collective bargaining agreements. We have not experienced any work stoppages. We consider our relationship with our employees to be good.

Research and Development

Our research and development efforts are focused on continued innovation, enhancing our platform features and functionalities, and expanding the services we offer to increase market penetration and deepen our relationships with our customers. We believe the timely development of new, and the enhancement of our existing platform features and services is essential to maintaining our competitive position. We continually incorporate feedback and new cases from our customers into our platform. As of December 31, 2022, we had 185 employees in our research and development organization. We intend to continue to invest in our research and development capabilities to extend our platform. Research and development expenses totaled $80.6 million and $48.3 million in years ended December 31, 2022 and 2021, respectively.

Competition

The market for digital analytics is new and evolving. Businesses have used a range of point solutions built for other use cases in an effort to address their needs, none of which offer the breadth and depth of capabilities offered by our Digital Analytics Platform. However, we do compete with a number of companies, ranging from large and diversified businesses to smaller start-ups, that offer certain solutions and functionality similar to aspects of our platform. These competitors include the following:

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The principal competitive factors for companies in our industry are:

On the basis of the factors above, we believe that we compare favorably to our competitors. However, some of our actual and potential competitors have advantages over us, such as substantially greater financial, technical, and other resources, such as larger sales forces and marketing budgets, greater brand recognition, broader distribution networks and global presence, longer operating histories, more established relationships with current or potential customers and commercial partners, and more mature intellectual property portfolios. They may be able to leverage these resources to gain market share and prevent potential customers from purchasing our products. Additionally, we expect the industry to attract new entrants, who could compete with our business and introduce new offerings. As we scale and expand our business, we may enter new markets and encounter additional competition.

Intellectual Property

Our intellectual property is an important part of our business. We rely on patent, copyright, trade secret, and trademark laws, as well as confidentiality agreements, license agreements, intellectual property assignment agreements, and similar contracts, to establish and protect our proprietary rights. We maintain a policy requiring our employees, contractors, consultants, and other third parties to enter into confidentiality and proprietary rights agreements to control access to our proprietary information. However, these laws, agreements, and policies provide only limited protection, and our intellectual property rights and other proprietary rights may still be challenged, invalidated, infringed, or misappropriated in the United States and in foreign jurisdictions. The laws of certain jurisdictions do not protect proprietary rights to the same extent as the laws of the United States, and it may therefore be difficult, impossible, or otherwise not commercially reasonable to protect our proprietary rights in certain jurisdictions. In addition, we use software components licensed from third parties under open-source software licenses, which licenses generally do not contain warranties or indemnifications from the licensors with respect to infringement, security vulnerabilities, or other issues. As a result, we would not have contractual protections if our use of the open-source software licensed from third parties infringes third-party intellectual property rights or if we encounter other issues with respect to our use of third-party open-source software. We also publicly license our SDK and certain other components to third parties pursuant to open-source licenses. The value of the software we publicly license to third parties pursuant to open-source licenses may be diminished given that such licenses grant those third parties broad rights to modify and distribute such software and could allow a competitor to more easily develop a competing product by examining our software.

We pursue the registration of our domain names, trademarks, and service marks and pursue patent protection of our technology in the United States and in certain locations outside the United States. As of December 31, 2022, we had one issued U.S. patent, six U.S. and seven foreign patent applications pending. We continually review our development efforts to assess the existence and patentability of new intellectual property, and the extension of our intellectual property rights abroad. As of December 31, 2022, we had five registered trademarks in the United States and 11 registered trademarks internationally.

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Data Privacy & Security

Numerous state, federal, and foreign laws and regulations, including consumer protection laws and regulations, including data breach notification laws, govern the collection, dissemination, processing, use, access to, confidentiality, and security of personal information and could apply to our operations or the operations of our partners. In particular, certain state and non-U.S. laws, such as the California Consumer Privacy Act of 2018 (the “CCPA”), the European Union General Data Protection Regulation (the “CPRA”), and the GDPR, set strict standards for maintaining the privacy and security of personal information. Many of these laws differ from each other in significant ways and may not have the same effect, thus complicating compliance efforts. Failure to comply with these laws, where applicable, can result in the imposition of significant civil and/or criminal penalties and private litigation. In sum, privacy and security laws, regulations, and other obligations are constantly evolving, may conflict with each other, and can result in investigations, proceedings, or actions that lead to significant civil and/or criminal penalties and restrictions on data processing.

Corporate Information

We were incorporated in the State of Delaware in November 2011 as Sonalight, Inc. and founded our Amplitude business in 2012. In December 2014, we changed our name to Amplitude, Inc. Our principal executive offices are located at 201 Third Street, Suite 200, San Francisco, California 94103. Our telephone number is (415) 231-2353 and our website address is www.amplitude.com. Information contained on, or that can be accessed through, our website is not incorporated by reference into this Annual Report on Form 10-K.

Available Information

Our Annual Report on Form 10-K, Quarterly Reports on Form 10-Q, Current Reports on Form 8-K, and amendments to these reports filed pursuant to Sections 13(a) and 15(d) of the Exchange Act are filed with the SEC. Such reports and other information filed or furnished by us with the SEC are available free of charge on our investor relations website at investors.amplitude.com, as soon as reasonably practicable after we file such material with, or furnish it to, the SEC, when such reports are available on the SEC’s website at www.sec.gov.

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Item 1A. Risk Factors.

Risk Factors

A description of the risks and uncertainties associated with our business is set forth below. You should carefully consider the risks and uncertainties described below, together with all of the other information in this Annual Report on Form 10-K, including our consolidated financial statements and related notes and the section titled “Management’s Discussion and Analysis of Financial Condition and Results of Operations.” The occurrence of any of the events or developments described below could materially and adversely affect our business, financial condition, results of operations, and growth prospects. In such an event, the trading price of our Class A common stock could decline, and you may lose all or part of your investment. Additional risks and uncertainties not presently known to us or that we currently believe are not material may also impair our business, financial condition, results of operations, and growth prospects.

Risks Related to Our Business and Industry

We have a limited operating history and have been growing rapidly over the last several years, which makes it difficult to forecast our future results of operations and increases the risk of your investment.

Our revenue was $238.1 million and $167.3 million for the fiscal years ended December 31, 2022 and 2021, respectively. However, you should not rely on our historical revenue growth as an indication of our future performance.

As a result of our limited operating history and our rapid growth over the last several years, our ability to accurately forecast our future results of operations is limited and subject to a number of uncertainties, including our ability to effectively plan for and model future growth.

Our revenue growth rate may decline over time. In future periods, our revenue growth could slow or our revenue could decline for a number of reasons, including slowing demand for our Digital Analytics Platform, increased competition, changes to technology, a decrease in the growth of our overall market, or our failure, for any reason, to manage our growth effectively or continue to take advantage of growth opportunities. We have also encountered, and will continue to encounter, risks and uncertainties frequently experienced by growing companies in rapidly changing industries, such as the risks and uncertainties described in this Annual Report on Form 10-K. If our assumptions regarding these risks and uncertainties and our future revenue growth are incorrect or change, or if we do not address these risks successfully, our financial condition and results of operations could differ materially from our expectations, and our business could be materially adversely affected.

We have a history of losses. As our costs increase, we may not be able to generate sufficient revenue to achieve and sustain profitability.

We have experienced net losses in each period since inception. We generated net losses of $93.4 million and $75.0 million for the fiscal years ended December 31, 2022 and 2021, respectively. As of December 31, 2022, we had an accumulated deficit of $273.2 million. We expect our costs and expenses to increase in future periods. In particular, we intend to continue to invest significant resources in:

In addition, part of our business strategy is to focus on our long-term growth. As a result, our profitability may be lower in the near term than it would be if our strategy was to maximize short-term profitability. Significant expenditures on sales and marketing efforts, expanding our platform, products, features, and functionality, and expanding our research and development, each of which we intend to continue to invest in, may not ultimately grow our business or result in long-term profitability. If we are ultimately unable to achieve profitability at the level anticipated by industry or financial analysts and our stockholders, the trading price of our Class A common stock may decline.

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Our efforts to grow our business may be costlier than we expect, or our revenue growth rate may be slower than we expect, and we may not be able to increase our revenue enough to offset the increase in operating expenses resulting from these investments. If we are unable to continue to grow our revenue, the value of our business and Class A common stock may significantly decrease.

Our business depends on our existing customers renewing their subscriptions and purchasing additional subscriptions from us as well as attracting new customers. Any decline in our customer retention or expansion of our commercial relationships with existing customers or an inability to attract new customers would materially adversely affect our business, financial condition, and results of operations.

In order for us to maintain or improve our revenue growth and our results of operations, it is important that our customers renew their subscriptions when existing contract terms expire and that we expand our commercial relationships with our existing customers and attract new customers. We also seek to convert customers on our free-tier, self-service option to paid subscription contracts. Our customers have no obligation to renew their subscriptions, and our customers may not renew their subscriptions with similar contract periods or at all. Some of our customers have elected not to renew their agreements with us, and it is difficult to accurately predict long-term customer retention. In addition, our ability to attract new customers will depend on market acceptance of our Digital Analytics Platform and the successful implementation of our marketing strategy.

Our customer retention and expansion and the rate at which we attract new customers may decline or fluctuate as a result of a number of factors, including our customers’ satisfaction with our Digital Analytics Platform; our support capabilities; our prices and pricing plans; the prices and value of competing products; reductions in our customers’ spending levels; new product releases; mergers and acquisitions affecting our customer base; or the effects of global economic conditions. We may be unable to timely address any retention issues with specific customers, which could materially adversely affect our results of operations. If our customers do not purchase additional subscriptions or renew their subscriptions, or if they renew on less favorable terms, or if we are unable to attract new customers, our revenue may decline or grow less quickly, which would materially adversely affect our business, financial condition, and results of operations.

We expect fluctuations in our financial results and key metrics, making it difficult to project future results. If we fail to meet the expectations of securities analysts or investors with respect to our results of operations, the trading price of our Class A common stock could decline.

Our results of operations and key metrics have fluctuated in the past and are expected to fluctuate in the future due to a variety of factors, many of which are outside of our control. As a result, our past results may not be indicative of our future performance. In addition to the other risks described herein, other factors that may cause our results of operations or key metrics to fluctuate include:

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Any of these and other factors, or the cumulative effect of some of these factors, may cause our results of operations to vary significantly. If our results of operations fall below the expectations of investors and securities analysts who follow our stock, the trading price of our Class A common stock could decline substantially, and we could face costly lawsuits, including securities class action litigation.

We expect to continue to focus on sales to larger organizations and may become more dependent on those relationships, which may increase the variability of our sales cycle and our results of operations.

As we continue to focus on, and may become more dependent on, sales to larger organizations, we expect our sales cycle to lengthen and become less predictable. We plan our expenses based on certain assumptions about the length and variability of our sales cycle. These assumptions are based upon historical trends for sales cycles and conversion rates associated with our existing customers. Any shift in our sales cycle may adversely affect our financial results. Factors that may influence the length and variability of our sales cycle include:

Our increasing dependence on sales to larger organizations may increase the variability of our financial results. If we are unable to close one or more expected significant transactions with these customers in a particular period, or if an expected transaction is

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delayed until a subsequent period, our results of operations for that period, and for any future periods in which revenue from such transaction would otherwise have been recognized, may be adversely affected.

We recognize revenue over the term of our customer contracts. Consequently, downturns or upturns in new sales may not be immediately reflected in our results of operations and may be difficult to discern.

We generally recognize subscription revenue from customers ratably over the contracted period. As a result, a portion of the revenue we report in each quarter is derived from the recognition of deferred revenue relating to subscriptions entered into during previous quarters. Consequently, a decline in new or renewed subscriptions in a given quarter may have a small impact on our revenue results for that quarter. However, such a decline will negatively affect our revenue in future quarters. Accordingly, the effect of significant downturns in sales and market acceptance of our Digital Analytics Platform, including as a result of a general economic downturn, and potential changes in our pricing policies or rate of customer expansion or retention, may not be fully reflected in our results of operations until future periods. We may also be unable to reduce our cost structure in line with a significant deterioration in sales. In addition, a significant majority of our costs are expensed as incurred, while revenue is recognized over the contracted period of the agreement with our customer. As a result, increased growth in the number of our customers could continue to result in our recognition of more costs than revenue in the earlier periods of the terms of our customer agreements. Our subscription model also makes it difficult for us to rapidly increase our revenue through additional sales in any period, as revenue from new customers must be recognized over the applicable subscription term.

Unfavorable conditions in our industry or the global economy, or reductions in software spending, could limit our ability to grow our business and materially adversely affect our business, financial condition, and results of operations.

Our results of operations may vary based on the impact of changes in our industry or the global economy on us or our customers or potential customers. Our ability to grow our revenue and the profitability of our business depends, in part, on demand for software applications generally. Historically, during economic downturns there have been reductions in spending on software applications and services generally, as well as pressure for extended billing terms and other financial concessions. To the extent that economic conditions deteriorate in the United States or abroad, including as a result of inflationary pressures and the responses by central banking authorities to control such inflation, rising interest rates, debt and equity market fluctuations, diminished liquidity and credit availability, increased unemployment rates, decreased investor and consumer confidence, political turmoil, supply chain challenges, natural catastrophes and the effects of climate change, regional and global conflicts, and terrorist attacks on the United States, Europe, the Asia Pacific region, or elsewhere, our customers and prospective customers may go out of business or elect to decrease their budgets, which would limit our ability to grow our business and materially adversely affect our financial condition and results of operations. For example, historically high levels of inflation and rising interest rates in the United States have begun to affect businesses across many industries, including ours, by increasing the costs of labor, employee healthcare, components, and freight and shipping, which may further constrain our customers’ or prospective customers’ budgets. To the extent there is a sustained general economic downturn and our Digital Analytics Platform is perceived by customers or potential customers as costly, or too difficult to deploy or migrate to, our revenue may be disproportionately affected by delays or reductions in spending on software applications. In addition, our competitors, many of whom are larger and have greater financial resources than we do, may respond to challenging market conditions by lowering prices in an attempt to attract our customers or prospective customers, and they may be less dependent on key industry events to generate sales for their products. Further, macroeconomic uncertainty may result in an increased pace of consolidation in certain industries. If this were to occur, such consolidation may result in reduced overall spending on our services, particularly if our customers are acquired by organizations that do not use our services. We cannot predict the timing, strength, or duration of any economic slowdown, instability, or recovery, generally or within any particular industry. If the economic conditions of the general economy or markets in which we operate worsen from present levels, our business, financial condition, and results of operations could be adversely affected.

If the market for SaaS applications develops more slowly than we expect or declines, our business would be adversely affected.

Our success will depend to a substantial extent on the widespread adoption of SaaS applications in general, and of SaaS applications that look to solve aspects of digital analytics. Many organizations have invested substantial personnel and financial resources to integrate traditional on-premise business software applications into their businesses, and therefore may be reluctant or unwilling to migrate to SaaS applications. It is difficult to predict customer adoption rates and demand for our Digital Analytics Platform, the future growth rate and size of the SaaS applications market, or the entry of competitive applications. The expansion of the SaaS applications market depends on a number of factors, including the cost, performance, and perceived value associated with SaaS, as well as the ability of SaaS providers to address data security and privacy concerns. Additionally, government agencies have adopted, or may adopt, laws and regulations, and companies have adopted and may adopt policies regarding the collection and use of personal information obtained from consumers and other individuals, or may seek to access information on our platform, either of which may reduce the overall demand for our Digital Analytics Platform. If we or other SaaS providers experience data security incidents, loss of customer data, disruptions in delivery, or other problems, the market for SaaS applications, including our Digital

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Analytics Platform, may be negatively affected. If SaaS applications do not continue to achieve market acceptance, or there is a reduction in demand for SaaS applications caused by a lack of customer acceptance, technological challenges, weakening economic conditions, data security or privacy concerns, governmental regulation, competing technologies and products, or decreases in spending on SaaS applications, it would result in decreased revenue and our business, financial condition, and results of operations would be materially adversely affected.

The market in which we operate is highly competitive, and if we do not compete effectively, our business, financial condition, and results of operations could be materially adversely affected.

The market for applications that look to address digital analytics is fragmented, rapidly evolving, and highly competitive, with relatively low barriers to entry. As this market continues to mature and new technologies and competitors enter the market, we expect competition to intensify. We face competition from:

Our competitors may be able to respond more quickly and effectively than we can to new or changing opportunities, technologies, standards, or customer requirements. With the introduction of new technologies, the evolution of our Digital Analytics Platform, and new market entrants, we expect competition to intensify in the future. Pricing pressures and increased competition generally could result in reduced sales, reduced margins, losses, or the failure of our Digital Analytics Platform to achieve or maintain more widespread market acceptance, any of which could harm our business.

Our competitors vary in size and in the breadth and scope of the products and services they offer. Further, other established SaaS providers not currently focused on digital analytics may expand their services to compete with us. Many of our current and potential competitors have established marketing relationships, access to larger customer bases, pre-existing customer relationships, and major distribution agreements with consultants, system integrators, and resellers. Certain of our competitors have partnered with, or have acquired, and may in the future partner with or acquire, other competitors to offer services, leveraging their collective competitive positions, which makes, or would make, it more difficult to compete with them. For all of these reasons, we may not be able to compete successfully against our current and future competitors, which would harm our business. For more information about the competitive landscape in which we operate, see “Part I, Item 1. Business—Competition” in this Annual Report on Form 10-K.

If we fail to innovate in response to changing customer needs and technology developments and other market requirements, our business, financial condition, and results of operations would be materially adversely affected.

Our ability to attract new customers and retain and increase revenue from existing customers depends in large part on our ability to enhance and improve our Digital Analytics Platform and to introduce new products, features, and functionality. In order to grow our business, we must develop products, features, and functionality that reflect the changing needs of customers, and we believe that the pace of innovation will continue to accelerate. The success of any enhancement to our Digital Analytics Platform depends on several factors, including timely completion, adequate quality testing, and market acceptance. Any new product, feature, or functionality that we develop may not be introduced in a timely or cost-effective manner, may contain defects, or may not achieve the market acceptance necessary to generate sufficient revenue. If we are unable to successfully develop new products, features or functionality, enhance our Digital Analytics Platform to meet customer requirements, or otherwise gain market acceptance, our business, financial condition, and results of operations could be materially adversely affected.

Because our Digital Analytics Platform is available over the internet, we need to continuously modify and enhance it to keep pace with changes in internet-related hardware, software, analytics, and database technologies and standards. In addition, we need to continue to invest in technologies, services, and partnerships that increase the types of data processed on our platform and the ease with which customers can send data into our platform. We must also continue to enhance our data sharing and data exchange capabilities so customers can share their data with internal business units, customers, and other third parties. In addition, our platform requires third-party public cloud infrastructure to operate. We must continue to innovate to optimize our offerings for these and other public clouds that our customers require, particularly as we expand internationally. Further, the markets in which we compete are subject to evolving industry standards and regulations, resulting in increasing data governance and compliance requirements for us and

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our customers. To the extent we expand into the public sector and other highly regulated industries, our Digital Analytics Platform may need to address additional requirements specific to those industries.

If we are unable to enhance our Digital Analytics Platform to keep pace with these rapidly evolving customer requirements, or if new technologies emerge that are able to deliver competitive products at lower prices, more efficiently, more conveniently, or more securely than our platform, our business, financial condition, and results of operations would be materially adversely affected.

If we fail to effectively manage our growth and changes to our business over time, our business, financial condition, and results of operations would be materially adversely affected.

We have experienced and expect to continue to experience rapid growth in our business, personnel, and operations, which has placed, and may continue to place, significant demands on our management and operational and financial resources. We intend to continue to invest to expand our business, personnel, and operations, which may cause our margins to decline, and any investments we make will occur in advance of experiencing the benefits from such investments, making it difficult to determine in a timely manner if we are efficiently allocating our resources. As usage of our Digital Analytics Platform grows, we will need to devote additional resources to improving our platform’s features and functionality, developing or acquiring new products, and maintaining infrastructure performance. Even if we are able to upgrade our systems and expand our personnel, any such expansion will be expensive and complex, requiring management’s time and attention. We could also face inefficiencies or operational failures as a result of our efforts to scale our infrastructure. Moreover, there are inherent risks associated with upgrading, improving, and expanding our information technology systems. We cannot be sure that the expansion and improvements to our infrastructure and systems will be fully or effectively implemented on a timely basis, if at all. In addition, we will need to appropriately scale our internal business systems and our services organization, including customer support, to serve our growing customer base, particularly as our customer demographics change over time. Managing these changes will require significant expenditures and allocation of valuable management resources. If we fail to successfully manage our anticipated growth and changes to our business, the quality of our products may suffer, which could negatively affect our brand and reputation and harm our ability to attract new customers and retain existing customers. As we continue to grow, we may need to implement more complex organizational management structures or adapt our corporate culture and work environments to changing circumstances, which could have an adverse impact on our corporate culture. Any failure to preserve our culture could harm our business, including our ability to retain and recruit personnel, innovate and operate effectively, and execute on our business strategy.

The COVID-19 pandemic or similar outbreaks could have an adverse impact on our business and operations, and the markets and communities in which we, our partners, and customers operate, and the impact of the pandemic is difficult to assess or predict.

The continued impact and ultimate duration of the COVID-19 pandemic on the global economy and our business are difficult to assess or predict. Actual and potential impacts include:

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Overall, the COVID-19 pandemic largely resulted in favorable trends for our business, as customers were able to leverage the digital analytics of their products as sales increasingly shifted online. It can be difficult to predict customer demand, especially as customers’ priorities, resources, and economic outlooks change, along with other shifting market conditions. These shifts have occurred, and may in the future occur, more quickly than we anticipate. For example, as stay-at-home orders, travel restrictions, and other quarantine and isolation measures are lifted, the amount of time that consumers spend interacting with digital products may normalize or decline, which could slow customer demand for our Digital Analytics Platform. If we are unable to respond quickly to rapidly changing market conditions and shifts in customer behavior, our business and results of operations could be harmed, and the trading price of our Class A common stock could be adversely affected.

Although global economic conditions generally improved with the rollout of vaccines, business activity may not recover as quickly as anticipated, including as a result of inflationary pressures and the responses by central banking authorities to control such inflation, rising interest rates, debt and equity market fluctuations, diminished liquidity and credit availability, increased unemployment rates, decreased investor and consumer confidence, political turmoil, and supply chain challenges. Conditions may vary between countries and regions and will be subject to the effectiveness and duration of government policies, vaccine administration rates, and other factors that may not be foreseeable. Vaccines for COVID-19 continue to be administered in the United States and other countries around the world, but the extent and rate of vaccine adoption, the long-term efficacy of these vaccines, and other factors remain uncertain. We currently require employees in North America to be fully vaccinated to utilize our office space or attend in-person company events and have implemented other health and safety protocols, which have created, and may continue to create, additional risks and operational challenges and may require us to make additional investments in the design, implementation, and enforcement of new workplace health and safety protocols. Even if we follow what we believe to be best practices, re-opening our offices could expose our employees, partners, and customers to health risks, and us to associated liability. Furthermore, governmental restrictions, new regulations, or other changing conditions could cause us to temporarily close certain of our offices. We have offered, and plan to continue to offer, a significant percentage of our employees flexibility to shift to a hybrid work arrangement, which may adversely impact the productivity of certain employees and harm our business, including our future results of operations. This may also present risks for our strategy and may present operational, cybersecurity, and workplace culture challenges that may materially adversely affect our business. It is not possible to predict with any certainty the impact that our current policies and protocols could have on our company, our workforce, and our operations. In addition, we cannot predict what policies we may determine to, or be required to, implement in the future, or the effect thereof on our business, including whether the imposition of certain policies could cause us to lose, or experience difficulties hiring, qualified personnel.

Finally, the effects of the COVID-19 pandemic, or the easing of COVID-19-related restrictions, may also heighten other risks, including significant volatility in global markets and the trading price of our Class A common stock. The extent of the impact that COVID-19 could have on worldwide economic activity generally, and our business in particular, depends on future developments that cannot be accurately predicted at this time, such as the duration and spread of the COVID-19 pandemic, future waves of COVID-19 infections (including the spread of variants or mutant strains of the virus) resulting in additional preventive measures to contain or mitigate the spread of the virus, the extent and effectiveness of containment actions, the administration, adoption, and efficacy of vaccination programs, and the impact of these and other factors on our employees, customers, partners, and vendors. If we are not able to respond to and manage the impact of such events effectively, our business will be harmed. Moreover, to the extent the COVID-19 pandemic materially adversely affects our business, financial condition, and results of operations, it may also have the effect of heightening many of the other risks described in this “Risk Factors” section, including, but not limited to, those related to our ability to expand within our existing customer base, acquire new customers, develop and expand our sales and marketing capabilities, and expand internationally.

If our information technology systems are breached or there is otherwise unauthorized disclosure of or access to customer data, our data, or our platform, our platform may be perceived as insecure, we may lose customers or fail to attract new customers, our reputation and brand may be harmed, and we may incur significant liabilities.

Our platform stores, transmits, and processes our customers’ proprietary data, including personal or identifying information of their customers or employees. Unauthorized disclosure of, access to, or security breaches of our platform could result in the loss of data, loss of business, severe reputational damage adversely affecting customer or investor confidence, damage to our brand, diversion of management’s attention, regulatory investigations and orders, litigation, indemnity obligations, damages for contract breach, penalties for violation of applicable laws or regulations, significant costs for remediation that may include liability for stolen assets or information and repair of system damage that may have been caused, incentives offered to customers or other business partners in an effort to maintain business relationships after a breach, and other liabilities. We have incurred, and expect to continue to incur, significant expenses to prevent security breaches, including deploying additional personnel and protection technologies, training employees, and engaging third-party experts and consultants. Even though we do not control the security measures of third parties who may have access to our customer data, our data, or our platform, we may be responsible for any breach of such measures or suffer reputational harm even where we do not have recourse to the third party that caused the breach. In addition, any failure by our vendors to comply with applicable law or regulations could result in proceedings against us by governmental entities or others.

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Cyberattacks, denial-of-service attacks, ransomware attacks, business email compromises, computer malware, malicious code, viruses, and social engineering (including phishing) are prevalent in our industry and our customers’ industries. In addition, we may experience attacks, unavailable systems, unauthorized access to systems or data, or disclosure due to employee theft or misuse, denial-of-service attacks, sophisticated nation-state and nation-state-supported actors, and advanced persistent threat intrusions. Electronic security attacks designed to gain access to personal, sensitive, or confidential data are constantly evolving, and such attacks continue to grow in sophistication. The techniques used to sabotage, or to obtain unauthorized access to, our platform, information technology systems, networks, or physical facilities in which data is stored or through which data is transmitted change frequently, and we may be unable to implement adequate preventative measures or stop security breaches while they are occurring. We may also experience security breaches that may remain undetected for an extended period. Even if identified, we may be unable to adequately investigate or remediate incidents or breaches due to attackers increasingly using tools and techniques that are designed to circumvent controls, to avoid detection, and to remove or obfuscate forensic evidence. As a result of the COVID-19 pandemic, we may also face increased cybersecurity risks due to our reliance on internet technology and the number of our and our service providers’ employees who are, and may continue, working remotely, which may create additional opportunities for cybercriminals to exploit vulnerabilities. We have previously been, and may in the future become, the target of cyberattacks by third parties seeking unauthorized access to our or our customers’ data or to disrupt our operations or ability to provide our services.

We and certain of our vendors are from time to time subject to cyberattacks and security incidents. While we do not believe that we have experienced any significant system failure, accident, or security breach to date, if such an event were to occur and cause interruptions in our operations, it could result in a material disruption of our business operations, whether due to a loss, corruption, or unauthorized disclosure of our trade secrets, personal information, or other proprietary or sensitive information or other similar disruptions. It could also expose us to risks, including an inability to provide our services and fulfill contractual demands, and could cause management distraction and the obligation to devote significant financial and other resources to mitigate such problems, which would increase our future information security costs, including through organizational changes, deploying additional personnel, reinforcing administrative, physical, and technical safeguards, further training of employees, changing third-party vendor control practices, and engaging third-party subject matter experts and consultants and reduce the demand for our technology and services. Because data security is a critical competitive factor in our industry, we make numerous statements in our customer contracts, privacy policies, terms of service, and marketing materials providing assurances about the security of our platform, including detailed descriptions of security measures we employ. Should any of these statements be untrue or become untrue, even in circumstances beyond our reasonable control, we may face claims of misrepresentation or deceptiveness by the U.S. Federal Trade Commission (the “FTC”), state, federal, and foreign regulators, and private litigants.

Further, we have contractual and legal obligations to notify relevant stakeholders of security breaches. Most jurisdictions have enacted laws requiring companies to notify individuals, regulatory authorities, and others of security incidents or data breaches involving certain types of data. In addition, our agreements with certain customers may require us to notify them in the event of a security incident or data breach. Such mandatory disclosures are costly, could lead to negative publicity, may cause our customers to lose confidence in the effectiveness of our security measures, and require us to expend significant capital and other resources to respond to, or alleviate problems caused by, the actual or perceived security incident or data breach and otherwise comply with the multitude of foreign, federal, state, and local laws and regulations relating to the unauthorized access to, or use or disclosure of, personal information. Additionally, as a result of a breach or other security incident, we could be subject to demands, claims, and litigation by private parties and investigations, related actions, and penalties by regulatory authorities. Further, if we fail to detect or remediate a security breach in a timely manner, or a breach otherwise affects a large amount of data of one or more customers, or if we suffer a cyberattack that impacts our ability to operate our platform, we may suffer damage to our reputation and our brand, and our business, financial condition, and results of operations may be materially adversely affected. Further, although we maintain insurance coverage, our insurance coverage may not be adequate for data security breaches, indemnification obligations, or other liabilities. In addition, we cannot be sure that our existing insurance coverage and coverage for errors and omissions will continue to be available on acceptable terms or that our insurers will not deny coverage as to any future claim. Our risks are likely to increase as we continue to expand our platform, grow our customer base, and process, store, and transmit increasingly large amounts of proprietary and sensitive data.

We could suffer disruptions, outages, defects, and other performance and quality problems with our platform or with the public cloud and internet infrastructure on which it relies, which may materially adversely affect our business, financial condition, and results of operations.

Our business and continued growth depend in part on the ability of our customers and prospective customers to access our platform at any time and within an acceptable amount of time. Our agreements with customers typically provide for service-level commitments. If we are unable to meet these commitments or if we suffer unexcused periods of downtime for our platform, we may be contractually obligated to provide financial credits or extend the term of the subscription for the period of unexcused downtime, or our customers may be entitled to terminate their agreements and obtain a pro rata refund. We have in the past provided, and may in the future be required to provide, financial credits and pro rata refunds as a result of not being able to meet these commitments. We have

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experienced, and may in the future experience, disruptions, outages, defects, and other performance and quality problems with our platform. We have also experienced, and may in the future experience, disruptions, outages, defects, and other performance and quality problems with the public cloud and internet infrastructure on which our platform relies. These problems can be caused by a variety of factors, including infrastructure changes, introductions of new functionality, vulnerabilities and defects in proprietary and open-source software, human error or misconduct, capacity constraints due to an overwhelming number of users accessing our platform simultaneously, design limitations, or denial-of-service attacks or other security-related incidents. The performance and availability of the cloud computing infrastructure that we use to host our platform and many of the internal tools we use to operate our business is outside our control; therefore, we are not in full control of whether we meet the service-level commitments under our customer agreements. As a result, our business, financial condition, and results of operations could be materially adversely affected if we suffer unscheduled downtime that exceeds the service-level commitments we have made to our customers. Any extended service outages could materially adversely affect our business and reputation.

Our Digital Analytics Platform is proprietary, and we rely on the expertise of members of our engineering, operations, product, and software development teams for its continued performance. It may become increasingly difficult and costly to maintain and improve the performance of our Digital Analytics Platform, especially during peak usage times and as our platform becomes more complex and our user traffic increases. To the extent that we do not effectively address capacity constraints, upgrade our systems as needed, and continually develop our technology and network architecture to accommodate actual and anticipated changes in technology, our business, financial condition, and results of operations may be materially adversely affected.

We depend and rely on third-party hosted cloud services and internet infrastructure in order to operate critical functions of our business. For example, our platform and internal tools use computing, storage capabilities, bandwidth, and other services provided by AWS. If these services become unavailable due to extended outages, interruptions, or because they are no longer available on commercially reasonable terms, our expenses could increase, our ability to manage our business could be interrupted, and our processes for managing sales of and delivering our Digital Analytics Platform could be impaired until we are able to identify, obtain, and implement equivalent services, if we are able to do so at all. Any of these circumstances could materially adversely affect our business, financial condition, and results of operations.

Any disruptions, outages, defects, and other performance and quality problems with our platform or with the public cloud and internet infrastructure on which it relies, or any material change in our contractual and other business relationships with any public cloud providers we contract with, could result in reduced use of our platform, increased expenses, including service credit obligations, and harm to our brand and reputation, any of which could have a material adverse effect on our business, financial condition, and results of operations.

Real or perceived errors, failures, or bugs in our platform could materially adversely affect our business and growth prospects.

Because our platform is complex, undetected errors, failures, vulnerabilities, or bugs may occur, especially when updates are deployed. We have discovered and expect we will continue to discover software errors, failures, vulnerabilities, and bugs in our platform and anticipate that certain of these errors, failures, vulnerabilities, and bugs will only be discovered and remediated after deployment to customers. Software errors, failures, vulnerabilities, and bugs in our platform could materially adversely affect our business and growth prospects.

Any failure to offer high-quality product support may adversely affect our relationships with our customers, our reputation, and our business, financial condition, and results of operations.

In using our Digital Analytics Platform, our customers depend on our product support team to resolve complex technical and operational issues. We may be unable to respond quickly enough to accommodate short-, medium-, and long-term increases in customer demand for product support. We also may be unable to modify the nature, scope, and delivery of our product support to compete with changes in product support services provided by our competitors. Increased customer demand for product support, without corresponding revenue, could increase costs and materially adversely affect our results of operations. Our sales are highly dependent on our business reputation and on positive recommendations from our existing customers. Any failure to maintain high-quality product support, or a market perception that we do not maintain high-quality product support, could materially adversely affect our reputation, our ability to sell our Digital Analytics Platform to our customers and prospective customers, and our business, financial condition, and results of operations.

Incorrect or improper implementation or use of our Digital Analytics Platform could result in customer dissatisfaction and materially adversely affect our business, financial condition, and results of operations.

We often assist our customers in implementing our Digital Analytics Platform (whether through us directly or through a third-party implementation partner), and they may need training in the proper use of our Digital Analytics Platform to maximize its

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potential and avoid inadequate performance. If we or our implementation partners fail to train customers on how to efficiently and effectively use our Digital Analytics Platform or we fail to provide adequate product support to our customers, we may lose opportunities for additional subscriptions, customers may choose not to renew or expand the use of our Digital Analytics Platform, we may experience negative publicity or legal claims against us, and our reputation and brand may suffer. Any of these circumstances could materially adversely affect our business, financial condition, and results of operations.

If we fail to integrate our platform with a variety of operating systems, software applications, and platforms that are developed by others, our platform may become less marketable, less competitive, or obsolete, and our business, financial condition, results of operations, and growth prospects could be materially adversely affected.

Our customers and prospective customers expect our Digital Analytics Platform to integrate with a variety of software platforms, and we need to continuously modify and enhance our platform to adapt to changes in software, browser, and database technologies. We have developed our platform to be able to integrate with third-party SaaS applications through the interaction of application programming interfaces (“APIs”). In general, we rely on the fact that the providers of such software systems continue to allow us access to their APIs to enable these custom integrations. We are subject to the standard terms and conditions of such providers, or other agreements we may have with them, which govern the distribution, operation, and fees of such software systems, and which may be subject to change by such providers. As a result of limits or prohibitions by other parties, unacceptable terms, technical difficulties, our failure to recognize demand, or for other reasons, we may not successfully build, deploy, or offer the integrations needed. If we fail to offer a variety of integrations or the integrations that our customers and prospective customers expect and demand, then our Digital Analytics Platform may become less marketable, less competitive, or obsolete, and our business, financial condition, results of operations, and growth prospects could be materially adversely affected.

We do not have the history with our subscription or pricing models necessary to accurately predict optimal pricing necessary to attract new customers and retain existing customers.

We have limited experience with respect to determining the optimal prices for our Digital Analytics Platform and, as a result, we have in the past needed, and expect in the future that we will need, to change our pricing model from time to time. As the market for our Digital Analytics Platform matures, or as new competitors introduce new products or services that compete with ours, we may be unable to attract new customers at the same price or based on the same pricing models as we have used historically. Pricing decisions may also impact the mix of adoption among our subscription plans and negatively impact our overall revenue. Although we occasionally upsell within contract terms based on customer needs, substantially all of our customer contracts have a subscription period of one year or longer, for which we primarily bill annually in advance with no obligation to renew. As a result, potential changes in our pricing policies, or our rate of customer expansion or retention, may not be fully reflected in our results of operations until future periods. Moreover, larger organizations may demand price concessions. As a result, in the future we may be required to reduce our prices, which could materially adversely affect our business, financial condition, and results of operations.

Failure to effectively develop and expand our sales and marketing capabilities, including our relationships with channel partners, could harm our ability to increase our customer base and achieve broader market acceptance of our products and platform.

In order to increase our sales to new and existing customers, we must expand our sales and marketing operations, including our sales force and third-party channel partners, and continue to dedicate significant resources to inbound sales and marketing programs, both domestically and internationally. Our ability to increase our customer base and achieve broader market acceptance of our products will depend, in part, on our ability to effectively organize, focus, and train our sales and marketing personnel. If we are unable to increase adoption of our Digital Analytics Platform by new and existing customers, especially enterprise customers, our business, financial condition, and results of operations may be materially adversely affected.

Our efforts to develop and expand our sales and marketing capabilities will require us to invest significant financial and other resources, including in industries and sales channels in which we have limited experience to date. We may not achieve anticipated revenue growth from expanding our sales and marketing capabilities, and our business, financial condition, results of operations, and growth prospects may be materially adversely affected, if we are unable to hire, develop, integrate, and retain talented and effective sales personnel and global systems integrators, consultancies, and digital agencies; if our new and existing sales personnel are unable to achieve desired productivity levels in a reasonable period of time; or if our sales and marketing programs are not effective.

We may be unable to build and maintain successful relationships with our channel partners or such channel partners may fail to perform, which could materially adversely affect our business, financial condition, results of operations, and growth prospects.

We employ a go-to-market business model whereby a portion of our revenue is generated by sales through our channel partners, such as independent software vendors and resellers, that further expand the reach of our direct sales force into additional geographies, sectors, and industries. In particular, we have entered, and intend to continue to enter, into strategic sales distributor and reseller

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relationships in certain international markets where we do not have a local presence. We provide certain of our channel partners with specific training and programs to assist them in selling access to our Digital Analytics Platform, but there can be no assurance that these steps will be effective, and restrictions on travel and other limitations as a result of the COVID-19 pandemic may undermine our efforts to provide training and build relationships. In addition, if our channel partners are unsuccessful in marketing and selling access to our Digital Analytics Platform, it would limit our expansion into certain geographies, sectors, and industries. If we are unable to develop and maintain effective sales incentive programs for our channel partners, we may not be able to incentivize these partners to sell access to our Digital Analytics Platform to customers.

Some of these partners may also market, sell, and support offerings that are competitive with ours, may devote more resources to the marketing, sales, and support of such competitive offerings, may have incentives to promote our competitors’ offerings to the detriment of our own, or may cease selling access to our Digital Analytics Platform altogether. Our channel partners could subject us to lawsuits, potential liability, and reputational harm if, for example, any of our channel partners misrepresents the functionality of our Digital Analytics Platform to customers or violates laws or our or their corporate policies. Our ability to achieve revenue growth in the future will depend, in part, on our success in maintaining successful relationships with our channel partners, identifying additional channel partners, including in new markets, and training our channel partners to independently sell access to our Digital Analytics Platform. If our channel partners are unsuccessful in selling access to our Digital Analytics Platform, or if we are unable to enter into arrangements with or retain a sufficient number of high-quality channel partners in each of the regions in which we sell access to our Digital Analytics Platform and keep them motivated to sell access to our Digital Analytics Platform, our business, financial condition, results of operations, and growth prospects could be adversely affected.

If our marketing strategies are not effective in attracting new customers and retaining existing customers, our business and ability to grow our revenues would be harmed.

We rely on our marketing strategies—which consist of a combination of online and offline marketing programs such as online advertising, blogs, public relations, social media, user conferences, educational white papers and webinars, product demos, workshops, roundtables, and customer case studies, offering customers a free-tier, self-service option, and other inbound lead generation and outbound sales strategies—to drive our sales and revenue. These strategies may not continue to generate the level of sales necessary to increase our revenue. If our outbound sales efforts are unsuccessful at attracting new customers and retaining existing customers, we may be unable to grow our market share and revenue. If our customer base does not continue to grow through word-of-mouth marketing and viral adoption or outbound sales efforts, we may be required to incur significantly higher sales and marketing expenses in order to acquire new subscribers, which could materially adversely affect our business and results of operations. In addition, high levels of customer satisfaction and market adoption are central to our marketing model. Any decrease in our customers’ satisfaction with our products, including as a result of actions outside of our control, could harm word-of-mouth referrals and our brand.

Additionally, many customers never convert from our free-tier, self-service option to a paid subscription contract. Further, we often depend on individuals within an organization who initiate our free-tier, self-service option being able to convince decision-makers within their organization to convert to a subscription contract. Many of these organizations have complex and multi-layered purchasing requirements. To the extent that these free-tier customers do not become paying subscribers, we will not realize the intended benefits of this marketing strategy.

Sales efforts to larger organizations involve risks that may not be present or that are present to a lesser extent with respect to sales to smaller organizations.

We have experienced rapid growth in our customer base since our inception. Although our growth strategy includes acquiring new customers across industries, company size, and stages of digital maturity, we believe there is a significant opportunity to continue to penetrate the largest global organizations. Sales to larger organizations involve risks that may not be present, or that are present to a lesser extent, with sales to smaller organizations, such as longer sales cycles, more complex customer requirements, substantial upfront sales costs, and less predictability in completing some of our sales. For example, enterprise customers, which we define as customers with more than 1,500 employees, may require considerable time to evaluate and test our Digital Analytics Platform prior to making a purchase decision and placing an order. A number of factors influence the length and variability of our sales cycle, including the need to educate potential customers about the uses and benefits of our Digital Analytics Platform, the discretionary nature of purchasing and budget cycles, and the competitive nature of evaluation and purchasing approval processes. As a result, the length of our sales cycle, from identification of the opportunity to deal closure, may vary significantly from customer to customer, with sales to enterprises typically taking longer to complete. During the year ended December 31, 2022, the average length of our sales cycle to enterprises was four to six months, as compared to one to two months to non-enterprise customers. In addition, larger organizations may demand more features and integration services. Sales to larger organizations also may increase the variability of our financial results. If we are unable to close one or more expected significant transactions with these customers in a particular period, or if an expected transaction is delayed until a subsequent period, our results of operations for that period, and for any future periods in which

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revenue from such transaction would otherwise have been recognized, may be adversely affected. If we fail to effectively manage these risks associated with sales cycles and sales to larger organizations, our business, financial condition, and results of operations may be materially adversely affected.

If we are unable to maintain and enhance our brand, our business, financial condition, and results of operations may be materially adversely affected.

We believe that maintaining and enhancing our reputation as a differentiated and category-defining company in digital analytics is critical to our relationships with our existing customers and to our ability to attract new customers. The successful promotion of our brand attributes will depend on a number of factors, including our marketing efforts, our ability to ensure that our platform remains reliable and secure, our ability to continue to develop high-quality software, and our ability to successfully differentiate our Digital Analytics Platform from competitive products and services. In addition, independent industry analysts often provide reviews of our Digital Analytics Platform, as well as products and services offered by our competitors, and perception of our Digital Analytics Platform in the marketplace may be significantly influenced by these reviews. If these reviews are negative, or less positive as compared to those of our competitors’ products and services, our brand may be adversely affected. It may also be difficult to maintain and enhance our brand in connection with sales through channel or strategic partners.

The promotion of our brand requires us to make substantial expenditures, and we anticipate that the expenditures will increase as our market becomes more competitive, as we expand into new markets, and as more sales are generated through our channel partners. To the extent that these activities yield increased revenue, this revenue may not offset the increased expenses we incur. If we do not successfully maintain and enhance our brand, our business may not grow, we may have reduced pricing power relative to competitors, and we could lose customers or fail to attract potential customers, all of which would materially adversely affect our business, financial condition, and results of operations.

Our operations are international in scope, and we plan further geographic expansion, creating a variety of operational challenges.

For the year ended December 31, 2022 and 2021, 38% and 36% of our revenue was generated outside the United States, respectively. A component of our growth strategy involves the further expansion of our operations and customer base internationally, which will require significant dedication of management attention and financial resources. We are continuing to adapt to and develop strategies to address international markets, but there is no guarantee that such efforts will have the desired effect. Our sales organization outside the United States is substantially smaller than our sales organization in the United States, and to date, only a very small portion of our sales has been driven by resellers or other channel partners. To the extent we are unable to effectively engage with non-U.S. customers due to our limited sales force capacity and limited channel partners, we may be unable to effectively grow in international markets.

Our current and future international business and operations involve a variety of risks, including:

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If we invest substantial time and resources to further expand our international operations and are unable to do so successfully and in a timely manner, our business, financial condition, and results of operations could be materially adversely affected.

The war between Russia and Ukraine could materially adversely affect our business, results of operations, and financial condition.

On February 24, 2022, Russian military forces invaded Ukraine, and although the length, impact, and outcome of the ongoing war in Ukraine is highly unpredictable, this war has led, and could continue to lead, to significant market and other disruptions, including instability in financial markets, supply chain interruptions, political and social instability, and changes in consumer or purchaser preferences, as well as an increase in cyberattacks, intellectual property theft, and espionage.

We are actively monitoring the situation in Ukraine and assessing its impact on our business, including our business partners and customers. For example, we and various companies have voluntarily stopped seeking to increase business in Russia. Such circumstances, combined with sanctions have resulted in disruptions to our customers' businesses in the impacted regions, including, at times, their ability to pay for our services. As such, we expect a reduction in revenue from customers in the impacted regions as long as these circumstances continue.

We have no way to predict the progress or outcome of the war in Ukraine or its impacts in Ukraine, Russia, or Belarus as the war, and any resulting government reactions, are rapidly developing and beyond our control. The extent and duration of the war, sanctions, and resulting market disruptions could be significant and could potentially have a substantial impact on the global economy and our business for an unknown period of time. Any of the above-mentioned factors could materially adversely affect our business, financial condition, and results of operations. Any such disruptions may also magnify the impact of other risks described in this “Risk Factors” section and elsewhere in this Annual Report on Form 10-K.

We derive, and expect to continue for some time to derive, substantially all of our revenue from our Amplitude Analytics product.

Although we recently released our Amplitude CDP and Amplitude Experiment products, we currently derive, and expect to continue for some time to derive, substantially all of our revenue from our Amplitude Analytics product. As such, the continued growth in demand for, and market acceptance, of Amplitude Analytics is critical to our success. Demand for Amplitude Analytics and our other products and platform functionality is affected by a number of factors, many of which are beyond our control, such as

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continued market acceptance of our products by customers for existing and new use cases, the timing of development and release of new products, features, and functionality that are lower-cost alternatives introduced by us or our competitors, technological changes and developments within the markets we serve, and growth or contraction in our addressable markets. If we are unable to continue to meet customer demands or to achieve more widespread market acceptance of our products, particularly our Amplitude Analytics product, our business, financial condition, and results of operations could be materially adversely affected.

We invest significantly in research and development, and to the extent our research and development investments do not translate into new products or material enhancements to our current products, or if we do not use those investments efficiently, our business, financial condition, and results of operations would be materially adversely affected.

For the years ended December 31, 2022 and 2021, our research and development expenses were 34% and 29% of our revenue, respectively. If we do not spend our research and development budget efficiently or effectively on compelling innovation and technologies, our business may be harmed. Moreover, research and development projects can be technically challenging and expensive. The nature of these research and development cycles may cause us to experience delays between the time we incur expenses associated with research and development and the time we are able to offer compelling products and generate revenue, if any, from such investment. Additionally, anticipated customer demand for a product or service we are developing could decrease after the development cycle has commenced, and we would nonetheless be unable to avoid substantial costs associated with the development of any such product or service. If we expend a significant amount of resources on research and development and our efforts do not lead to the successful introduction or improvement of products that are competitive in our current or future markets, our business, financial condition, and results of operations would be materially adversely affected.

We agree to indemnify customers and other third parties, which exposes us to substantial potential liability.

Our contracts with customers and other third parties may include indemnification or other provisions under which we agree to indemnify or otherwise be liable to them for losses arising from alleged infringement, misappropriation, or other violation of intellectual property rights, data protection violations, breaches of representations and warranties, damage to property or persons, or other liabilities arising from our platform or such contracts. Although we attempt to limit our indemnity obligations, an event triggering our indemnity obligations could give rise to multiple claims involving multiple customers or other third parties. These claims may require us to initiate or defend protracted and costly litigation on behalf of our customers and other third parties, regardless of the merits of these claims. We may not have adequate or any insurance coverage and may be liable for up to the full amount of the indemnified claims, which could result in substantial liability or material disruption to our business or could negatively impact our relationships with customers or other third parties, reduce demand for our products, and materially adversely affect our business, financial condition, and results of operations.

We may require additional capital to support the growth of our business, and this capital might not be available on acceptable terms, if at all.

We do not know when or if our operations will generate sufficient cash to fully fund our ongoing operations or the growth of our business. We intend to continue to make investments to support our business, which may require us to engage in debt or equity financings to secure additional funds. Additional financing may not be available on terms favorable to us, if at all. If adequate funds are not available on acceptable terms, we may be unable to invest in future growth opportunities, which could materially adversely affect our business, financial condition, and results of operations. If we incur debt, the debt holders would have rights senior to holders of common stock to make claims on our assets, and the terms of any debt could restrict our operations, including our ability to pay dividends on our common stock. Furthermore, if we issue additional equity securities, stockholders will experience dilution, and the new equity securities could have rights senior to those of our common stock. Because our decision to issue securities in the future will depend on numerous considerations, including factors beyond our control, we cannot predict or estimate the amount, timing, or nature of any future issuances of debt or equity securities. As a result, our stockholders bear the risk of future issuances of debt or equity securities reducing the value of our common stock and diluting their interests.

Risks Related to Our Intellectual Property

Our intellectual property rights may not protect our business or provide us with a competitive advantage, which could have a material adverse effect on our business, financial condition, and results of operations.

To be successful, we must protect our technology and brand in the United States and other jurisdictions through trademarks, trade secrets, patents, copyrights, service marks, invention assignments, contractual restrictions, and other intellectual property rights and confidentiality procedures. Despite our efforts to implement these protections, these measures may not protect our business or provide us with a competitive advantage for a variety of reasons, including:

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Further, the laws of certain foreign countries, particularly certain developing countries, do not provide the same level of protection of corporate proprietary information and assets, such as intellectual property, trademarks, trade secrets, know-how, and records, as the laws of the United States. As a result, we may encounter significant problems in protecting and defending our intellectual property or proprietary rights in foreign jurisdictions. Additionally, we may also be exposed to material risks of theft or unauthorized reverse engineering of our proprietary information and other intellectual property, including technical data, data sets, or other sensitive information. Our efforts to enforce our intellectual property rights in such foreign countries may be inadequate to obtain a significant commercial advantage from the intellectual property that we develop, which could have a material adverse effect on our business, financial condition, and results of operations.

We enter into confidentiality and invention assignment agreements with our employees and consultants and enter into confidentiality agreements with the parties with whom we have strategic relationships and business alliances. No assurance can be given that these agreements will be effective in controlling access to and distribution of our products and proprietary information. Further, these agreements may not prevent our competitors from independently developing technologies that are substantially equivalent or superior to our platform and offerings.

Further, litigation may be necessary to enforce our intellectual property or proprietary rights, protect our trade secrets, or determine the validity and scope of proprietary rights claimed by others. Any litigation, whether or not resolved in our favor, could result in significant expense to us, divert the efforts of our technical and management personnel, and result in counterclaims with respect to infringement of intellectual property rights by us. If we are unable to prevent third parties from infringing upon or misappropriating our intellectual property or are required to incur substantial expenses defending our intellectual property rights, our business, financial condition, and results of operations may be materially adversely affected.

We may become subject to intellectual property disputes, which are expensive to support and, if resolved adversely, may subject us to significant liability and increased costs of doing business, which could have a material adverse effect on us.

We compete in markets where there are a large number of patents, copyrights, trademarks, trade secrets, and other intellectual and proprietary rights, as well as disputes regarding infringement of these rights. Many of the holders of patents, copyrights, trademarks, trade secrets, and other intellectual and proprietary rights have extensive intellectual property portfolios and greater resources than we do to enforce their rights. As compared to our large competitors, our patent portfolio is relatively undeveloped and may not provide a material deterrent to such assertions or provide us with a strong basis to counterclaim or negotiate settlements. Further, to the extent assertions are made against us by entities that hold patents but are not operating companies, our patent portfolio may not provide deterrence because such entities are not concerned with counterclaims.

Any intellectual property litigation to which we become a party may require us to do one or more of the following:

Intellectual property litigation is typically complex, time consuming, and expensive to resolve and would divert the resources, time, and attention of our management and technical personnel, which might seriously harm our business, financial condition, and results of operations. We may be required to settle such litigation on terms that are unfavorable to us. For example, a settlement may require us to obtain a license to continue practices found to be in violation of a third party’s rights, which may not be available on

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reasonable terms and may significantly increase our operating expenses. A license to continue such practices may not be available to us at all. As a result, we may also be required to develop alternative, non-infringing technology or practices or discontinue the practices. The development of alternative non-infringing technology or practices would require significant effort and expense. Similarly, if any litigation to which we may be a party fails to settle and we go to trial, we may be subject to an unfavorable judgment which may not be reversible upon appeal.

Further, such litigation may also result in adverse publicity, which could harm our reputation and ability to attract or retain customers. As we grow, we may experience a heightened risk of allegations of intellectual property infringement. An adverse result in any litigation claims against us could have a material adverse effect on our business, financial condition, and results of operations.

Our use of “open-source” software could negatively affect our ability to sell our platform and subject us to possible litigation.

We use software in our Digital Analytics Platform that is licensed from third parties pursuant to open-source licenses. Certain open-source software licenses require a user who distributes or otherwise makes available the open-source software in connection with the user’s proprietary software to disclose publicly part or all of the source code to the user’s proprietary software. The use and distribution of open-source software may entail greater risks than the use of third-party commercial software, as open-source licensors generally do not provide warranties or other contractual protections regarding infringement claims or the quality of the code. Additionally, certain open-source software licenses are difficult to interpret and require the user of such software to make the source code of any derivative works of the open-source code and certain related software available to third parties with few restrictions on the use or further distribution of such software by such third parties. As a result, we may face claims from others seeking to enforce the terms of an open-source license, including by demanding the release of derivative works of the open-source software and our proprietary source code that was developed or used in connection with such software. These claims could also result in litigation and require us to replace certain open-source software with proprietary software licensed under costly commercial licenses or require us to devote additional research and development resources to change our platform, any of which would have a material adverse effect on our business and results of operations. Although we have implemented policies to regulate the use and incorporation of open-source software into our platform, we cannot be certain that we have not incorporated open-source software in our platform in a manner that is inconsistent with such policies. Any use of open-source software inconsistent with our policies or licensing terms could materially adversely affect our business, financial condition, and results of operations.

Risks Related to Regulatory Compliance and Legal Matters

We are subject to government regulation, including import, export, economic and trade sanctions, and anti-corruption laws and regulations, that may expose us to liability and increase our costs.

Our Digital Analytics Platform is subject to U.S. export controls, including the U.S. Department of Commerce’s Export Administration Regulations and economic and trade sanctions regulations administered by the U.S. Department of the Treasury’s Office of Foreign Assets Control. These regulations may limit the export of our products and provision of our services outside of the United States, or may require export authorizations, including by license, a license exception, or other appropriate government authorizations, including annual or semi-annual reporting and the filing of an encryption registration. Export control and economic sanctions laws may also include prohibitions on the sale or supply of certain of our products to embargoed or sanctioned countries, regions, governments, persons, and entities. In addition, various countries regulate the importation of certain products, through import permitting and licensing requirements, and have enacted laws that could limit our ability to distribute our products. The exportation, reexportation, and importation of our products and the provision of services, including by our partners, must comply with these laws or else we may be adversely affected, through reputational harm, government investigations, penalties, and a denial or curtailment of our ability to export our products or provide services. Complying with export control and sanctions laws may be time consuming and may result in the delay or loss of sales opportunities. Although we have controls designed to prevent our services from being used in violation of such laws, we are aware of a limited number of past occasions in which persons from U.S. sanctioned countries or regions appear to have accessed our platform. We have taken measures designed to prevent such situations from reoccurring, but there can be no guarantee that such measures will be successful in every case. If we are found to be in violation of U.S. sanctions or export control laws, it could result in substantial fines and penalties for us and for individuals working for us. Changes in export or import laws, or corresponding sanctions, may delay the introduction and sale of our services in international markets, or, in some cases, prevent the export or import of our services to certain countries, regions, governments, persons, or entities altogether, which could materially adversely affect our business, financial condition, and results of operations.

We are also subject to various domestic and international anti-corruption laws, such as the FCPA and the UK Bribery Act, as well as other similar anti-bribery and anti-kickback laws and regulations. These laws and regulations generally prohibit companies and their employees and intermediaries from directly or indirectly authorizing, promising, offering, or providing payments or benefits to government officials and other recipients for improper purposes, such as to obtain or retain business improperly or secure an improper business advantage. We rely on certain third parties to support our sales and regulatory compliance efforts and can be held liable in certain cases for their corrupt or other illegal activities, even if we do not explicitly authorize such activities. The FCPA also requires

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that we keep accurate books and records and maintain a system of adequate internal controls. Although we take precautions to prevent violations of these laws, we cannot provide assurance that our internal controls and compliance systems will always prevent misconduct by our employees, agents, third parties, or business partners. Our exposure for violating these laws will increase as our international presence expands and as we increase sales and operations in foreign jurisdictions.

Violations of applicable anti-corruption laws could subject us to significant sanctions, including civil or criminal fines and penalties, disgorgement of profits, injunctions, and debarment from government contracts, as well as related stockholder lawsuits and other remedial measures, all of which could adversely affect our reputation, business, financial condition, and results of operations. Violations or allegations of violations could also result in whistleblower complaints, adverse media coverage, and investigations, any of which could have a material adverse effect on our reputation, business, and results of operations.

Our business may be affected by sanctions, export controls, and similar measures targeting Russia and other countries and territories, as well as other responses to Russia’s invasion of Ukraine.

As a result of Russia’s invasion of Ukraine, governmental authorities in the United States, the European Union, and the United Kingdom, among others, launched an expansion of coordinated sanctions and export control measures, including, for example:

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As the conflict in Ukraine continues, there can be no certainty regarding whether the governmental authorities in the United States, the European Union, the United Kingdom, or other countries will impose additional sanctions, export controls, or other measures targeting Russia, Belarus, or other territories. Furthermore, in retaliation against new international sanctions and as part of measures to stabilize and support the volatile Russian financial and currency markets, the Russian authorities also imposed significant currency control measures aimed at restricting the outflow of foreign currency and capital from Russia, imposed various restrictions on transacting with non-Russian parties, banned exports of various products, and imposed other economic and financial restrictions.

Our business must be conducted in compliance with applicable economic and trade sanctions laws and regulations, including those administered and enforced by the U.S. Department of Treasury’s Office of Foreign Assets Control, the U.S. Department of State, the U.S. Department of Commerce, the United Nations Security Council, and other relevant governmental authorities. We must be ready to comply with the existing and any other potential additional measures imposed in connection with the conflict in Ukraine. The imposition of such measures could adversely impact our business, including preventing us from performing existing contracts, recognizing revenue, pursuing new business opportunities, or receiving payment for subscriptions from our existing customers.

We believe we do not currently have contracts directly with the entities or businesses on the sanctions list and we currently do not have facilities or employees in Russia, Belarus, the Crimea Region of Ukraine, the so-called Donetsk People’s Republic, or the so-called Luhansk People’s Republic. We are reviewing and monitoring our contractual relationships with suppliers and customers to establish whether any are implicated by applicable sanctions. However, given the range of possible outcomes, the full costs, burdens, and limitations on our and our customer’s and business partners’ businesses are currently unknown and may become significant. As a result, based on the extent and breadth of sanctions, export controls, and other measures that may be imposed and related effects in connection with the conflict in Ukraine, it is possible that our business, financial condition, and results of operations could be materially adversely affected.

Complying with evolving privacy and other data-related laws, as well as contractual and other requirements, may be expensive and force us to make adverse changes to our business, and the failure or perceived failure to comply with such laws, contracts, and other requirements could result in adverse reputational and brand damage and significant fines and liability or otherwise materially adversely affect our business and growth prospects.

We are subject to numerous federal, state, local, and foreign privacy and data protection laws, regulations, policies, and contractual obligations that apply to the collection, transmission, storage, processing, sharing, disclosure, security, and use of personal information or personal data which, among other things, impose certain requirements relating to the privacy and security of personal information and other data. Laws and regulations governing privacy and data protection, the use of the internet as a commercial medium, the use of data in AI and ML, and data sovereignty requirements are rapidly evolving, extensive, complex, and include inconsistencies and uncertainties and may conflict with other rules or our practices. Further, new laws, rules, and regulations could be enacted with which we are not familiar or with which our current practices do not comply.

We may incur significant expenses to comply with the laws, regulations, and other obligations that apply to us. For example, the GDPR imposes stringent data protection requirements for processing the personal data of individuals within the European Economic Area (the “EEA”), including certain disclosure requirements, limitations on retention of personal data, mandatory data breach notification requirements, and additional obligations. Non-compliance with the GDPR can trigger fines of up to the greater of €20 million or 4% of our global annual turnover. Among other requirements, the GDPR regulates transfers of personal data subject to the GDPR to third countries that have not been found to provide adequate protection to such personal data, including the United States, and the efficacy and longevity of current transfer mechanisms between the E.U. and the United States remains uncertain. For example, on July 16, 2020, the Court of Justice of the European Union (the “CJEU”) invalidated the EU-US Privacy Shield Framework, or Privacy Shield, under which personal information could be transferred from the EEA (and the United Kingdom) to relevant self-certified U.S. entities. In March 2022, the US and E.U. announced a new regulatory regime intended to replace the invalidated regulations; however, this new EU-US Data Privacy Framework has not been implemented beyond an executive order signed by President Biden on October 7, 2022 on Enhancing Safeguards for United States Signals Intelligence Activities. The CJEU further noted that reliance on the standard contractual clauses (“SCCs”), a standard form of contract approved by the European Commission as an adequate personal data transfer mechanism and potential alternative to the Privacy Shield) alone may not necessarily be sufficient in all circumstances and that transfers must be assessed on a case-by-case basis. European court and regulatory decisions subsequent to the CJEU decision of July 16, 2020 have taken a restrictive approach to international data transfers. As the enforcement landscape further develops, and supervisory authorities issue further guidance on—and revised standard contractual clauses for—international data transfers, we could suffer additional costs, complaints, and/or regulatory investigations or fines, we may have to stop using certain tools and vendors and make other operational changes, and/or manner in which we provide our services could otherwise be affected, which could adversely affect our business, financial condition, and results of operations.

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Since the beginning of 2021, companies have had to comply with both the GDPR and the UK GDPR, which, together with the amended UK Data Protection Act 2018, retains the GDPR in UK national law. The UK GDPR mirrors the fines under the GDPR, imposing fines up to the greater of €20 million (£17.5 million) or 4% of global turnover.

In addition to the European Union and United Kingdom, a growing number of other global jurisdictions are considering, or have passed, legislation implementing data protection requirements or requiring local storage and processing of data or similar requirements that could increase the cost and complexity of delivering our platform, particularly as we expand our operations internationally. Some of these laws, such as the General Data Protection Law in Brazil, or the Act on the Protection of Personal Information in Japan, impose similar obligations as those under the GDPR. Others, such as those in Russia, India, and China, could potentially impose more stringent obligations, including data localization requirements. If we are unable to develop and offer features that meet legal requirements or help our customers meet their obligations under the laws or regulations relating to privacy, data protection, or information security, or if we violate or are perceived to violate any laws, regulations, or other obligations relating to privacy, data protection, or information security, we may experience reduced demand for our Digital Analytics Platform, harm to our reputation, and could become subject to investigations, claims, and other remedies, which would expose us to significant fines, penalties, and other damages, all of which would harm our business. Further, given the breadth and depth of changes in global data protection obligations, compliance has caused us to expend significant resources, and such expenditures are likely to continue into the future as we continue our compliance efforts and respond to new interpretations and enforcement actions.

The data protection landscape is also rapidly growing and evolving in the United States. As our operations and business grow, we may become subject to or affected by new or additional data protection laws and regulations and face increased scrutiny or attention from regulatory authorities. For example, the California Consumer Privacy Act of 2018 (the “CCPA”) became effective on January 1, 2020. The CCPA requires companies that process information on California residents to make certain disclosures to consumers about their data collection, use, and sharing practices, allows consumers to opt out of certain data sharing with third parties and exercise certain individual rights regarding their personal information, provides a new private right of action for data breaches, and provides for penalties for noncompliance. Additionally, the California Privacy Rights Act (the “CPRA”) was recently passed in California. The CPRA will impose additional data protection obligations on covered businesses, including additional consumer rights processes, limitations on data uses, new audit requirements for higher risk data, and opt outs for certain uses of sensitive data. It will also create a new California data protection agency authorized to issue substantive regulations and could result in increased privacy and information security enforcement. The majority of the CPRA provisions went into effect on January 1, 2023, and additional compliance investment and potential business process changes may be required. Similar laws have been passed in Virginia, Colorado, Connecticut, and Utah and have been proposed in other states and at the federal level, reflecting a trend toward more stringent privacy legislation in the United States. The enactment of such laws may have potentially conflicting requirements that would make compliance challenging.

Furthermore, the FTC and many state Attorneys General continue to enforce federal and state consumer protection laws against companies for online collection, use, dissemination, and security practices that appear to be unfair or deceptive. For example, according to the FTC, failing to take appropriate steps to keep consumers’ personal information secure can constitute unfair acts or practices in or affecting commerce in violation of Section 5(a) of the Federal Trade Commission Act. The FTC expects a company’s data security measures to be reasonable and appropriate in light of the sensitivity and volume of consumer information it holds, the size and complexity of its business, and the cost of available tools to improve security and reduce vulnerabilities. There are a number of legislative proposals in the United States, at both the federal and state level, and in the European Union and elsewhere, that could impose new obligations in areas such as e-commerce and other related legislation or liability for copyright infringement by third parties. We cannot yet determine the impact that these future laws, regulations, and standards may have on our business.

Although we work to comply with applicable laws, regulations, and standards, our contractual obligations, and other legal obligations, these requirements are evolving and may be modified, interpreted, and applied in an inconsistent manner from one jurisdiction to another, and may conflict with one another or other legal obligations with which we must comply. Any failure or perceived failure by us or our employees, representatives, contractors, consultants, collaborators, or other third parties to comply with such requirements or adequately address privacy and security concerns, even if unfounded, could result in additional costs and liability to us and damage to our reputation, and could adversely affect our business and results of operations. In addition, if our practices are not consistent, or viewed as not consistent, with legal and regulatory requirements, including changes in laws, regulations, and standards or new interpretations or applications of existing laws, regulations, and standards, we may also become subject to audits, inquiries, whistleblower complaints, adverse media coverage, investigations, or criminal or civil sanctions, all of which may harm our business, financial condition, and results of operations.

Any future litigation against us could be costly and time-consuming to defend.

We may become subject to legal proceedings and claims that arise in the ordinary course of business, such as claims brought by our customers in connection with commercial disputes or employment claims made by our current or former employees. Litigation

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might result in substantial costs and may divert management’s attention and resources, which might materially adversely affect our business, financial condition, and results of operations. Insurance might not cover such claims, might not provide sufficient payments to cover all the costs to resolve one or more such claims, and might not continue to be available on terms acceptable to us (including premium increases or the imposition of large deductible or co-insurance requirements). A claim brought against us that is uninsured or underinsured could result in unanticipated costs, potentially having a material adverse effect on our business, financial condition, and results of operations. In addition, we cannot be sure that our existing insurance coverage and coverage for errors and omissions will continue to be available on acceptable terms or that our insurers will not deny coverage as to any future claim.

Risks Related to Tax and Accounting Matters

We face exposure to foreign currency exchange rate fluctuations.

We conduct transactions, particularly intercompany transactions, in currencies other than the U.S. dollar. While we have primarily transacted with customers and vendors in U.S. dollars, we have transacted in foreign currencies for subscriptions to our Digital Analytics Platform, and we expect to significantly expand the number of transactions with customers for our Digital Analytics Platform that are denominated in foreign currencies. A portion of our operating expenses are incurred outside the United States, denominated in foreign currencies, and subject to fluctuations due to changes in foreign currency exchange rates, particularly changes in the Euro, British Pound, Canadian Dollar, Singapore Dollar, and Japanese Yen. In addition, our international subsidiaries maintain net assets denominated in currencies other than the functional operating currencies of these entities. Accordingly, changes in the value of foreign currencies relative to the U.S. dollar can affect our results of operations due to transactional and translational remeasurements. As a result of these foreign currency exchange rate fluctuations, it could be more difficult to detect underlying trends in our business and results of operations. To the extent that fluctuations in currency exchange rates cause our results of operations to differ from our expectations or the expectations of our investors, the trading price of our Class A common stock could be adversely affected. We do not currently maintain a program to hedge transactional exposures in foreign currencies. However, in the future, we may use derivative instruments, such as foreign currency forward and option contracts, to hedge certain exposures to fluctuations in foreign currency exchange rates. The use of these hedging instruments may not offset any, or more than a portion of, the adverse financial effects of unfavorable movements in foreign exchange rates over the limited time the hedges are in place, and may introduce additional risks if they are not structured effectively.

In addition, our international subsidiaries maintain net assets denominated in currencies other than the functional operating currencies of these entities. Accordingly, changes in the value of foreign currencies relative to the U.S. dollar can affect our revenue and results of operations due to transactional and translational remeasurements. As a result of these foreign currency exchange rate fluctuations, it could be more difficult to detect underlying trends in our business and results of operations. To the extent that fluctuations in currency exchange rates cause our results of operations to differ from our expectations or the expectations of our investors, the trading price of our Class A common stock could be adversely affected.

Our global operations and structure subject us to potentially adverse tax consequences.

We generally conduct our global operations through subsidiaries and report our taxable income in various jurisdictions worldwide based upon our business operations in those jurisdictions. A change in our global operations could result in higher effective tax rates, reduced cash flows, and lower overall profitability. In particular, our intercompany relationships are subject to complex transfer pricing regulations administered by taxing authorities in various jurisdictions. The relevant revenue and taxing authorities may disagree with positions we have taken generally, or our determinations as to the value of assets sold or acquired or income and expenses attributable to specific jurisdictions. If such a disagreement were to occur, and our position was not sustained, we could be required to pay additional taxes, interest, and penalties, which could result in one-time tax charges, higher effective tax rates, reduced cash flows, and lower overall profitability of our operations.

In addition, the Organisation for Economic Co-operation and Development has initiated a base erosion and profit shifting project that seeks to establish certain international standards for taxing the worldwide income of multinational companies. As a result of these developments, the tax laws of certain countries in which we do business could change on a prospective or retroactive basis, and any such changes could increase our liabilities for taxes, interest, and penalties, and therefore could materially adversely affect our cash flows, financial condition, and results of operations.

Our ability to use our net operating loss carryforwards may be limited.

Under Section 382 of the Internal Revenue Code of 1986, as amended (the “Code”), and corresponding provisions of state law, if a corporation undergoes an “ownership change,” which is generally defined as a greater than 50 percentage point change (by value) in its equity ownership by certain stockholders over a three-year period, the corporation’s ability to use its pre-change net operating loss carryforwards (“NOLs”) to offset its post-change income or taxes may be limited. We have completed a Section 382 study and have determined that none of the operating losses will expire solely due to Section 382 limitations. However, we may experience

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ownership changes as a result of subsequent shifts in our stock ownership, some of which may be outside of our control. Such change could limit the amount of NOLs that we can utilize annually to offset future taxable income or tax liabilities. Subsequent ownership changes and changes to the U.S. tax rules in respect of the utilization of NOLs may further affect the limitation in future years. In addition, at the state level, there may be periods during which the use of NOLs is suspended or otherwise limited, which could accelerate or permanently increase state taxes owed.

Changes in our effective tax rate or tax liability may have a material adverse effect on our results of operations.

We are subject to income taxes in the United States and various foreign jurisdictions. The determination of our worldwide provision for income taxes and other tax liabilities requires significant judgment by management, and there are many transactions where the ultimate tax determination is uncertain. We believe that our provision for income taxes is reasonable, but the ultimate tax outcome may differ from the amounts recorded in our consolidated financial statements and may materially affect our financial results in the period or periods in which such outcome is determined.

Our effective tax rate could increase due to several factors, including:

Any of these developments could materially adversely affect our results of operations.

In addition, we may be subject to income tax audits by many tax jurisdictions throughout the world, many of which have not established clear guidance on the tax treatment of SaaS-based companies. Although we believe our income tax liabilities are reasonably estimated and accounted for in accordance with applicable laws and principles, an adverse resolution of one or more uncertain tax positions in any period could have a material adverse effect on the results of operations for that period.

We could be required to collect additional sales or indirect taxes or be subject to other tax liabilities that may increase the costs our customers would have to pay for our products and materially adversely affect our results of operations.

We currently collect and remit applicable sales and indirect taxes and other applicable transfer taxes in jurisdictions where we, through our employees or economic activity, have a presence and where we have determined, based on applicable legal precedents, that sales or licensing of our products are classified as taxable. We do not currently collect and remit state and local excise, utility user and ad valorem taxes, fees, or surcharges in jurisdictions where we believe we do not have sufficient “nexus.” There is uncertainty as to what constitutes sufficient nexus for a state or local jurisdiction to levy taxes, fees, and surcharges for sales made over the internet, and there is also uncertainty as to whether our characterization of our products as not taxable in certain jurisdictions will be accepted by state and local tax authorities.

An increasing number of states have considered or adopted laws that attempt to impose tax collection obligations on out-of-state companies. Additionally, the Supreme Court of the United States ruled in South Dakota v. Wayfair, Inc. et al (“Wayfair”), that online sellers can be required to collect sales and use tax despite not having a physical presence in the buyer’s state. In response to Wayfair, or otherwise, states or local governments may adopt, or begin to enforce, laws requiring us to calculate, collect, and remit taxes on sales in their jurisdictions. A successful assertion by one or more states requiring us to collect taxes where we presently do not do so, or to collect more taxes in a jurisdiction in which we currently do collect some taxes, could result in substantial tax liabilities, including taxes on past sales, as well as penalties and interest. The imposition by state governments or local governments of sales tax collection obligations on out-of-state sellers could also create additional administrative burdens for us, put us at a competitive disadvantage if they do not impose similar obligations on our competitors, and decrease our future sales, which could have a material adverse effect on our business and results of operations.

Our reported financial results may be adversely affected by changes in accounting principles generally accepted in the United States.

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U.S. generally accepted accounting principles (“U.S. GAAP”) are subject to interpretation by the Financial Accounting Standards Board, the Securities and Exchange Commission (the “SEC”), and various bodies formed to promulgate and interpret appropriate accounting principles. A change in these principles or interpretations could have a significant effect on our reported results of operations and could affect the reporting of transactions already completed before the announcement of a change.

If our estimates or judgments relating to our critical accounting policies prove to be incorrect, our results of operations could be materially adversely affected.

The preparation of financial statements in conformity with U.S. GAAP requires management to make estimates and assumptions that affect the amounts reported in our consolidated financial statements and accompanying notes appearing elsewhere in this Annual Report on Form 10-K. We base our estimates on historical experience and on various other assumptions that we believe to be reasonable under the circumstances, as provided in the section titled “Management’s Discussion and Analysis of Financial Condition and Results of Operations—Critical Accounting Policies and Estimates” within this Annual Report on Form 10-K. The results of these estimates form the basis for making judgments about the carrying values of assets, liabilities, and equity, and the amount of revenue and expenses that are not readily apparent from other sources. Significant estimates and judgments involve those related to revenue recognition, deferred commissions, valuation of our stock-based compensation awards, including the determination of fair value of our common stock, valuation of goodwill and intangible assets, accounting for income taxes, and useful lives of long-lived assets, among others. Our results of operations may be materially adversely affected if our assumptions change or if actual circumstances differ from those in our assumptions, which could cause our results of operations to fall below the expectations of securities analysts and investors, resulting in a decline in the trading price of our Class A common stock.

If our goodwill or intangible assets become impaired, we may be required to record a significant charge to earnings.

We review our intangible assets for impairment when events or changes in circumstances indicate the carrying value may not be recoverable. Goodwill is required to be tested for impairment at least annually. An adverse change in market conditions, particularly if such change has the effect of changing one of our critical assumptions or estimates, could result in a change to the estimation of fair value that could result in an impairment charge to our goodwill or intangible assets. Any such charges may have a material adverse effect on our results of operations.

Risks Related to Ownership of Our Class A Common Stock

The trading price of our Class A common stock has been, and in the future, may be, volatile, and could decline significantly and rapidly.

The trading price of our Class A common stock has fluctuated and may in the future fluctuate substantially in response to numerous factors in addition to the ones described in the preceding risk factors, many of which are beyond our control, including:

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In addition, stock markets with respect to newly public companies, particularly companies in the technology industry, have experienced significant price and volume fluctuations that have affected and continue to affect, the stock prices of these companies. Stock prices of many companies, including technology companies, have fluctuated in a manner often unrelated to the operating performance of those companies. In the past, companies that have experienced volatility in the trading price of their securities have been subject to securities class action litigation. We may be the target of this type of litigation in the future, which could result in substantial expenses and divert our management’s attention.

Our principal stockholders have the ability to influence the outcome of director elections and other matters requiring stockholder approval.

As of the date of this Annual Report on Form 10-K, our directors, executive officers, and holders of more than 5% of our capital stock and their affiliates collectively beneficially own, in the aggregate, shares representing a substantial majority of the combined voting power of our outstanding Class A and Class B common stock. These stockholders currently have, and likely will continue to have, considerable influence with respect to the election of our board of directors and approval or disapproval of all significant corporate actions. The concentrated voting power of these stockholders could have the effect of delaying or preventing a significant corporate transaction, such as a merger or other sale of our company or our assets. This concentration of ownership limits the ability of other stockholders to influence corporate matters and may cause us to make strategic decisions that could be adverse to the interests of other stockholders.

The dual class structure of our common stock has the effect of concentrating voting control with our existing stockholders, executive officers, directors, and their affiliates, which limits your ability to influence the outcome of important transactions and to influence corporate governance matters, such as electing directors, and to approve material mergers, acquisitions, or other business combination transactions that may not be aligned with your interests.

Our Class B common stock has five votes per share, whereas our Class A common stock, which is listed on the Nasdaq Capital Market, has one vote per share. Because of the five-to-one voting ratio between our Class B common stock and our Class A common stock, the holders of our Class B common stock are able to exercise considerable influence over matters requiring stockholder approval, including the election of directors and approval of significant corporate transactions, such as a merger or other sale of our company or our assets, even if their stock holdings represent less than 50% of the outstanding shares of our capital stock, until the date that is six months following the date on which no founder is an employee or director of our company (unless a founder has rejoined our company during such six-month period), when all outstanding shares of Class A common stock and Class B common stock will convert automatically into shares of a single class of common stock. This concentration of ownership limits the ability of other stockholders to influence corporate matters and may cause us to make strategic decisions that could involve risks to you or that may not be aligned with your interests. This control may adversely affect the trading price of our Class A common stock.

Further, future transfers by holders of our Class B common stock will generally result in those shares converting into shares of our Class A common stock, subject to limited exceptions, such as certain transfers effected for tax- or estate-planning purposes. The conversion of shares of our Class B common stock into shares of our Class A common stock will have the effect, over time, of increasing the relative voting power of those holders of Class B common stock who retain their shares in the long term. As a result, it is possible that one or more of the persons or entities holding our Class B common stock could gain significant voting control as other holders of Class B common stock sell or otherwise convert their shares into Class A common stock.

In addition, while we do not expect to issue any additional shares of Class B common stock, any future issuances of Class B common stock would be dilutive to holders of Class A common stock.

We cannot predict the impact our dual class structure may have on the trading price of our Class A common stock.

We cannot predict whether our dual class structure, combined with the concentrated control of our stockholders who held our capital stock prior to the listing of our Class A common stock on the Nasdaq Capital Market, including our executive officers, employees, directors, and their affiliates, will result in a lower or more volatile trading price of our Class A common stock or in adverse publicity or other adverse consequences. For example, certain index providers have announced restrictions on including

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companies with multiple class share structures in certain of their indices. In July 2017, FTSE Russell and Standard & Poor’s announced that they would cease to allow most newly public companies utilizing dual or multiple class capital structures to be included in their indices. Under the announced policies, our dual class capital structure would make us ineligible for inclusion in any of these indices. Given the sustained flow of investment funds into passive strategies that seek to track certain indexes, exclusion from stock indexes would likely preclude investment by many of these funds and could make our Class A common stock less attractive to other investors. As a result, the trading price of our Class A common stock could be adversely affected.

None of our stockholders are party to any contractual lock-up agreement or other contractual restrictions on transfer. Sales of substantial amounts of our Class A common stock in the public markets, or the perception that sales might occur, could cause the trading price of our Class A common stock to decline.

In addition to the supply and demand and volatility factors discussed above, sales of a substantial number of shares of our Class A common stock into the public market, particularly sales by our directors, executive officers, and principal stockholders, or the perception that these sales might occur in large quantities, could cause the trading price of our Class A common stock to decline.

None of our securityholders are subject to any contractual lock-up or other contractual restriction on the transfer or sale of their shares.

Moreover, assuming the availability of certain public information about us, (i) non-affiliates who have beneficially owned our common stock for at least six months may rely on Rule 144 to sell their shares of common stock, and (ii) our directors, executive officers, and other affiliates who have beneficially owned our common stock for at least six months will be entitled to sell their shares of our Class A common stock subject to volume and other limitations under Rule 144 and various vesting agreements.

In addition, we have filed registration statements to register all shares subject to options and RSUs outstanding or reserved for future issuance under our equity compensation plans. As of December 31, 2022, we had options outstanding that, if fully exercised, would result in the issuance of 16,767,752 shares of Class A common stock, as well as 9,914,125 shares of Class A common stock subject to RSU awards.

Accordingly, these shares will be able to be freely sold in the public market upon issuance, subject to applicable vesting requirements and compliance by affiliates with Rule 144.

Further, certain of the holders of our common stock have rights, subject to some conditions, to require us to file registration statements for the public resale of the Class A common stock issuable upon the conversion of shares of our Class B common stock into shares of our Class A common stock or to include such shares in registration statements that we may file for us or other stockholders. Any registration statement we file to register additional shares, whether as a result of registration rights or otherwise, could cause the trading price of our Class A common stock to decline or be volatile.

Our issuance of additional capital stock in connection with financings, acquisitions, investments, our equity incentive plans, or otherwise will dilute all other stockholders.

We expect to issue additional capital stock in the future that will result in dilution to all other stockholders. We expect to grant equity awards to employees, directors, and consultants under our equity incentive plans and issue shares of our Class A common stock under our employee stock purchase plan. We may also raise capital through equity financings in the future. As part of our business strategy, we may acquire or make investments in companies, products, or technologies and issue equity securities to pay for any such acquisition or investment. Any such issuances of additional capital stock may cause stockholders to experience significant dilution of their ownership interests and the per share value of our Class A common stock to decline.

We do not intend to pay dividends for the foreseeable future and, as a result, your ability to achieve a return on your investment will depend on appreciation in the trading price of our Class A common stock.

We have never declared or paid any cash dividends on our capital stock, and we do not intend to pay any cash dividends in the foreseeable future. Any determination to pay dividends in the future will be at the discretion of our board of directors. Accordingly, you may need to rely on sales of our Class A common stock after price appreciation, which may never occur, as the only way to realize any future gains on your investment.

We are no longer an “emerging growth company,” and, as a result, we now must comply with increased reporting and disclosure requirements, which may increase our costs.

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We no longer qualify as an “emerging growth company” within the meaning of the Securities Act, as modified by the Jumpstart Our Business Startups Act of 2012 (the “JOBS Act”) and, as a result, are subject to various disclosure and compliance requirements that did not previously apply, such as:

We expect that the loss of emerging growth company status and compliance with these additional requirements will increase our legal and financial compliance costs and cause management and other personnel to divert attention from operational and other business matters to devote substantial time to public company reporting requirements. In addition, if we are not able to comply with changing requirements in a timely manner, the trading price of our Class A common stock could decline and we could be subject to sanctions or investigations by Nasdaq, the SEC or other regulatory authorities, which would require additional financial and management resources.

Anti-takeover provisions in our charter documents and under Delaware law could make an acquisition of our company more difficult, limit attempts by our stockholders to replace or remove our current management, and limit the trading price of our Class A common stock.

Provisions in our restated certificate of incorporation and amended and restated bylaws, may have the effect of delaying or preventing a change of control or changes in our management. Our restated certificate of incorporation and amended and restated bylaws include provisions that:

These provisions may frustrate or prevent any attempts by our stockholders to replace or remove our current management by making it more difficult for stockholders to replace members of our board of directors, which is responsible for appointing the members of our management. In addition, because we are incorporated in Delaware, we are governed by the provisions of Section 203 of the Delaware General Corporation Law, which generally, subject to certain exceptions, prohibits a Delaware corporation from engaging in any of a broad range of business combinations with any “interested” stockholder for a period of three years following the date on which the stockholder became an “interested” stockholder. Any of the foregoing provisions could limit the price that investors might be willing to pay in the future for shares of our Class A common stock, and they could deter potential acquirers of our company, thereby reducing the likelihood that you would receive a premium for your shares of our Class A common stock in an acquisition.

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Claims for indemnification by our directors and officers may reduce our available funds to satisfy successful third-party claims against us and may reduce the amount of money available to us.

Our restated certificate of incorporation and amended and restated bylaws provide that we will indemnify our directors and officers, in each case to the fullest extent permitted by Delaware law.

In addition, as permitted by Section 145 of the Delaware General Corporation Law, our amended and restated bylaws and indemnification agreements that we have entered into with our directors and officers provide that:

While we have procured directors’ and officers’ liability insurance policies, such insurance policies may not be available to us in the future at a reasonable rate, may not cover all potential claims for indemnification, and may not be adequate to indemnify us for all liability that may be imposed.

Our restated certificate of incorporation and amended and restated bylaws provide for an exclusive forum in the Court of Chancery of the State of Delaware for certain disputes between us and our stockholders, and that the federal district courts of the United States will be the exclusive forum for the resolution of any complaint asserting a cause of action under the Securities Act.

Our restated certificate of incorporation and our amended and restated bylaws provide that: (i) unless we consent in writing to the selection of an alternative forum, the Court of Chancery of the State of Delaware (or, if such court does not have subject matter jurisdiction thereof, the federal district court of the State of Delaware) will, to the fullest extent permitted by law, be the sole and exclusive forum for: (A) any derivative action or proceeding brought on our behalf, (B) any action asserting a claim for or based on a breach of a fiduciary duty owed by any of our current or former directors, officers, other employees, agents, or stockholders to us or our stockholders, including, without limitation, a claim alleging the aiding and abetting of such a breach of fiduciary duty, (C) any action asserting a claim against us or any of our current or former directors, officers, other employees, agents, or stockholders arising pursuant to any provision of the Delaware General Corporation Law or our restated certificate of incorporation or amended and restated bylaws or as to which the Delaware General Corporation Law confers jurisdiction on the Court of Chancery of the State of Delaware, or (D) any action asserting a claim related to or involving us that is governed by the internal affairs doctrine; (ii) unless we consent in writing to the selection of an alternative forum, the federal district courts of the United States of America will, to the fullest extent permitted by law, be the sole and exclusive forum for the resolution of any complaint asserting a cause of action arising under the Securities Act and the rules and regulations promulgated thereunder; (iii) the exclusive forum provisions are intended to benefit and may be enforced by us, our officers and directors, the financial advisors to any offering giving rise to such complaint, and any other professional or entity whose profession gives authority to a statement made by that person or entity and who has prepared or certified any part of the documents underlying the offering; and (iv) any person or entity purchasing or otherwise acquiring or holding any interest in our shares of capital stock will be deemed to have notice of and consented to these provisions. Nothing in our restated certificate of incorporation or amended and restated bylaws precludes stockholders that assert claims under the Exchange Act from bringing such claims in federal court, to the extent that the Exchange Act confers exclusive federal jurisdiction over such claims, subject to applicable law.

We believe these provisions may benefit us by providing increased consistency in the application of Delaware law and federal securities laws by chancellors and judges, as applicable, particularly experienced in resolving corporate disputes, efficient administration of cases on a more expedited schedule relative to other forums, and protection against the burdens of multi-forum litigation. If a court were to find the choice of forum provision contained in our restated certificate of incorporation or our amended

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and restated bylaws to be inapplicable or unenforceable in an action, we may incur additional costs associated with resolving such action in other jurisdictions, which could materially adversely affect our business, financial condition, and results of operations.

General Risk Factors

Our inability to attract and retain highly skilled employees could materially adversely affect our business.

In order to execute our growth plan, we must attract and retain highly qualified personnel. Competition for these personnel in the San Francisco Bay Area, where our headquarters is located, and in other locations where we engage in recruiting, is intense, especially for engineers experienced in designing and developing software and for experienced sales professionals. We have, from time to time experienced, and we expect to continue to experience, difficulty in hiring and retaining employees with appropriate qualifications. The cost of living is high in the San Francisco Bay Area, which may make it harder for us to attract and retain highly skilled employees. Many of the companies with which we compete for experienced personnel may have greater resources than we do. As our company grows and evolves, we may need to implement more complex organizational management structures or adapt our corporate culture and work environments. These changes could have an adverse impact on our corporate culture, which could harm our ability to retain and recruit personnel. If we hire employees from competitors or other companies, their former employers may attempt to assert that these employees or we have breached their legal obligations, resulting in a diversion of our time and resources. In addition, job candidates and existing employees often consider the value of the equity awards they receive in connection with their employment. If the perceived value of our equity awards declines, it may adversely affect our ability to recruit and retain highly skilled employees. If we fail to attract new personnel or fail to retain and motivate our current personnel, our business and growth prospects could be materially adversely affected.

We depend on our executive officers and other key employees, and the loss of one or more of these employees could materially adversely affect our business.

Our success depends largely upon the continued services of our executive officers and other key employees. We rely on our leadership team in the areas of research and development, operations, security, marketing, sales, support, general and administrative functions, and on individual contributors in our research and development and operations. From time to time, there may be changes in our executive management team resulting from the hiring or departure of executives, which could disrupt our business. We do not have employment agreements with our executive officers or other key personnel that require them to continue to work for us for any specified period; therefore, they could terminate their employment with us at any time. The loss of one or more of our executive officers, especially our Chief Executive Officer, or key employees could have an adverse effect on our business.

Changes in the business, regulatory, or political climate in the San Francisco Bay Area could adversely affect our operations.

Changes in the business, regulatory, or political climate in the San Francisco Bay Area, where our headquarters is located and most of our employees live, could affect our ability to expand or continue our operations there, which could have a material adverse impact on our business, financial condition, and results of operations. For example, if we were required to move our headquarters or downsize our operations in the San Francisco Bay Area due to material adverse changes in the business, regulatory, or political climate, such as increases in local tax rates, we may lose key employees and incur significant costs of relocation.

Changes in laws and regulations related to the internet or changes in the internet infrastructure itself may diminish the demand for our Digital Analytics Platform, and could harm our business.

The future success of our business depends upon our customers’ and potential customers’ access to the internet. Federal, state, or foreign government bodies or agencies have in the past adopted, and may in the future adopt, laws or regulations affecting the use of the internet. Changes in these laws or regulations could require us to modify our platform in order to comply with these changes. In addition, government agencies or private organizations may impose additional laws, regulations, standards, or protocols involving taxation, tariffs, privacy, data protection, information security, content, copyrights, distribution, electronic contracts and other communications, consumer protection, and the characteristics and quality of services, any of which could decrease the demand for our Digital Analytics Platform or result in reductions in the demand for internet-based platforms such as ours. In addition, the use of the internet as a business tool could be harmed due to delays in the development or adoption of new standards and protocols to handle increased demands of internet activity, security, reliability, cost, ease-of-use, accessibility, and quality of service. The performance of the internet and its acceptance as a business tool has been harmed by “viruses,” “worms,” and similar malicious programs, and the internet has experienced a variety of outages and other delays as a result of damage to portions of its infrastructure. If the use of the internet is adversely affected by these issues, demand for our Digital Analytics Platform could decline.

Our estimates of market opportunity and forecasts of market growth may prove to be inaccurate, and even if the market in which we compete achieves the forecasted growth, our business could fail to grow at similar rates, if at all.

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Market opportunity estimates and growth forecasts, including those we have generated ourselves, are subject to significant uncertainty and are based on assumptions and estimates that may not prove to be accurate. The variables that go into the calculation of our market opportunity are subject to change over time, and there is no guarantee that any particular number or percentage of companies covered by our market opportunity estimates will purchase our Digital Analytics Platform or generate any particular level of revenue for us. Any expansion in our markets depends on a number of factors, including the cost, performance, and perceived value associated with our Digital Analytics Platform and the products of our competitors. Even if the markets in which we compete achieve the forecasted growth, our business could fail to grow at similar rates, if at all.

Acquisitions, mergers, strategic investments, partnerships, or alliances could be difficult to identify, pose integration challenges, divert the attention of management, disrupt our business, dilute stockholder value, and materially adversely affect our business, financial condition, and results of operations.

We have in the past sought, and intend in the future to seek, to acquire or invest in businesses, joint ventures, and platform technologies that we believe could complement or expand our Digital Analytics Platform, enhance our technology, or otherwise offer growth opportunities. Any such acquisitions or investments may divert the attention of management and cause us to incur various expenses in identifying, investigating, and pursuing suitable opportunities, whether or not the transactions are completed, and may result in unforeseen operating difficulties and expenditures. In particular, we may encounter difficulties assimilating or integrating the businesses, technologies, products, personnel, or operations of any acquired companies, particularly if the key personnel of an acquired company choose not to work for us, the acquired company’s software is not easily adapted to work with our platform, or we have difficulty retaining the customers of any acquired business due to changes in ownership, management, or otherwise. Any such transactions that we are able to complete may not result in the synergies or other benefits we expect to achieve, which could result in substantial impairment charges. These transactions could also result in dilutive issuances of equity securities, the incurrence of debt, or adverse tax consequences, which could materially adversely affect our business, financial condition, and results of operations.

Our business could be disrupted by catastrophic occurrences and similar events.

Natural disasters or other catastrophic events may cause damage or disruption to our operations, international commerce, and the global economy, and could harm our business. We have a large employee presence in San Francisco, California. In the event of a major earthquake, fire, power loss, telecommunications failure, cyberattack, war (including the war in Ukraine), terrorist attack, sabotage, other intentional acts of vandalism or misconduct, geopolitical event, disease, or other catastrophic occurrence, we may be unable to continue our operations and may endure system interruptions, reputational harm, delays in our application development, lengthy interruptions in our products, breaches of data security, and loss of critical data, all of which could materially adversely affect our business, financial condition, and results of operations.

Additionally, we rely on our network and third-party infrastructure and applications, internal technology systems, and our websites for our development, marketing, operational support, hosted services, and sales activities. If these systems were to fail or be negatively impacted as a result of a natural disaster or other catastrophic event, our ability to deliver products to our customers would be impaired.

As we grow our business, the need for business continuity planning, incident response planning, and disaster recovery plans will grow in significance. If we are unable to develop adequate plans to ensure that our business functions continue to operate during and after a disaster, and successfully execute on those plans in the event of a disaster or emergency, our business and reputation would be harmed.

If securities or industry analysts do not publish research or publish unfavorable or inaccurate research about our business, the trading price and trading volume of our Class A common stock could decline.

The trading price and trading volume of our Class A common stock will be heavily influenced by the way analysts interpret our financial information and other disclosures. We do not have control over these analysts. If few securities analysts commence coverage of us, or if industry analysts cease coverage of us, the trading price of our Class A common stock would be negatively affected. If securities or industry analysts do not publish research or reports about our business, downgrade our Class A common stock, or publish negative reports about our business, the trading price of our Class A common stock would likely decline. If one or more of these analysts cease coverage of us or fail to publish reports on us regularly, demand for our Class A common stock could decrease, which could decrease the trading volume of our Class A common stock and might cause the trading price of our Class A common stock to decline.

We incur significant costs as a result of operating as a public company, and our management needs to devote substantial time to compliance with our public company responsibilities and corporate governance practices.

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As a public company, we incur significant legal, accounting, and other expenses that we did not incur as a private company. The Sarbanes-Oxley Act, the Dodd-Frank Wall Street Reform and Consumer Protection Act, Nasdaq rules, and other applicable securities rules and regulations impose various requirements on public companies. Our management and other personnel need to devote a substantial amount of time to compliance with these requirements. Moreover, these rules and regulations will increase our legal and financial compliance costs and will make some activities more time-consuming and costly. We cannot predict or estimate the amount of additional costs we will incur as a public company or the specific timing of such costs.

As a public company, we are obligated to develop and maintain proper and effective internal control over financial reporting, and any failure to maintain the adequacy of these internal controls may adversely affect investor confidence in our company and, as a result, the value of our Class A common stock.

We are required, pursuant to Section 404 of the Sarbanes-Oxley Act, to furnish a report by management on, among other things, the effectiveness of our internal control over financial reporting on an annual basis, beginning with this Annual Report on Form 10-K for the fiscal year ended December 31, 2022. This assessment needs to include disclosure of any material weaknesses identified by our management in our internal control over financial reporting. In addition, our independent registered public accounting firm is required to attest to the effectiveness of our internal control over financial reporting beginning with this Annual Report on Form 10-K for the fiscal year ended December 31, 2022. Our compliance with Section 404 requires that we incur substantial expenses and expend significant management efforts. Such expenses and efforts have been directed to employing additional accounting and financial personnel with appropriate public company experience and technical accounting knowledge, and compiling the system and process documentation necessary to establish the compliance and controls function to comply with Section 404 of the Sarbanes-Oxley Act.

During the evaluation and testing process of our internal controls, if we identify one or more material weaknesses in our internal control over financial reporting, we will be unable to certify that our internal control over financial reporting is effective. We cannot assure you that there will not be material weaknesses or significant deficiencies in our internal control over financial reporting in the future. Any failure to maintain internal control over financial reporting could severely inhibit our ability to accurately report our financial condition or results of operations. If we are unable to conclude that our internal control over financial reporting is effective, or if our independent registered public accounting firm determines we have a material weakness or significant deficiency in our internal control over financial reporting, we could lose investor confidence in the accuracy and completeness of our financial reports, the trading price of our Class A common stock could decline, and we could be subject to sanctions or investigations by the SEC or other regulatory authorities. Failure to remedy any material weakness in our internal control over financial reporting, or to implement or maintain other effective control systems required of public companies, could also restrict our future access to the capital markets.

Item 1B. Unresolved Staff Comments.

Not applicable.

Item 2. Properties.

Our principal executive office is located in San Francisco and consists of approximately 57,530 square feet of space under a sublease that expires on September 30, 2025. We also lease six additional offices in Amsterdam, Paris, Singapore, London, Vancouver, and New York. We lease all of our facilities and do not own any real property. We intend to procure additional space in the future as we continue to add employees and expand geographically. We believe our facilities are adequate and suitable for our current needs and that, should it be needed, suitable additional or alternative space will be available to accommodate our operations.

Item 3. Legal Proceedings.

From time to time, we may be subject to legal proceedings and claims in the ordinary course of business. We believe that we are not presently a party to any legal proceedings that, if determined adversely to us, would individually or taken together have a material adverse effect on our business, results of operations, financial condition or cash flows. We have received, and may in the future continue to receive, claims from third parties asserting, among other things, infringement of their intellectual property rights. Future litigation may be necessary to defend ourselves, our partners and our customers by determining the scope, enforceability and validity of third-party proprietary rights, or to establish our proprietary rights. The results of any current or future litigation cannot be predicted with certainty, and regardless of the outcome, litigation can have an adverse impact on us because of defense and settlement costs, diversion of management resources and other factors.

Item 4. Mine Safety Disclosures.

Not Applicable.

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PART II

Item 5. Market for Registrant’s Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities.

Market Price of Our Common Stock

Our Class A common stock has been traded on the Nasdaq Capital Market under the symbol “AMPL” since September 28, 2021. Prior to that date, there was no public trading market for our Class A common stock. Our Class B common stock is neither listed nor publicly traded.

Holders of our Common Stock

As of February 8, 2023, there were 31 holders of record of our Class A common stock and 37 holders of record of our Class B common stock. The actual number of stockholders is greater than the number of holders of record and includes stockholders who are beneficial owners but whose shares are held in street name by brokers and other nominees.

Dividend Policy

We have never declared or paid any cash dividend on our common stock. We do not expect to declare or pay any cash dividends in the foreseeable future.

Securities Authorized for Issuance under Equity Compensation Plans

See the section titled “Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters” for information regarding securities authorized for issuance.

Stock Performance Graph

This performance graph shall not be deemed “soliciting material” or to be “filed” with the SEC, for purposes of Section 18 of the Exchange Act, or otherwise subject to the liabilities under that Section, and shall not be deemed to be incorporated by reference into any of our filings under the Securities Act.

The following graph compares (i) the cumulative total stockholder return on our Class A common stock from September 28, 2021 (the date our Class A common stock commenced trading on the Nasdaq Capital Market) through December 31, 2022 with (ii) the cumulative total return of the Nasdaq Composite Index and the Nasdaq Emerging Cloud Index over the same period, assuming the investment of $100 in our Class A common stock and in both of the other indices on September 28, 2021 and the reinvestment of dividends. The graph uses the beginning market price on September 28, 2021 of $50 per share as the initial value of our Class A

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common stock. As discussed above, we have never declared or paid a cash dividend on our Class A common stock and do not anticipate declaring or paying a cash dividend in the foreseeable future.

Recent Sales of Unregistered Equity Securities

None.

Purchases of Equity Securities by the Issuer and Affiliated Purchasers

None.

Item 6. [Reserved.]

Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations.

The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our consolidated financial statements and related notes included elsewhere in this Annual Report on Form 10-K. As discussed in the section titled “Special Note Regarding Forward-Looking Statements,” the following discussion and analysis contains forward-looking statements that involve risks and uncertainties, as well as assumptions that, if they never materialize or prove incorrect, could cause our results to differ materially from those expressed or implied by such forward-looking statements. Factors that could cause or contribute to these differences include, but are not limited to, those identified below and those discussed in the section titled “Risk Factors” under Part I, Item 1A in this Annual Report on Form 10-K. Our fiscal year ends December 31.

Unless the context otherwise requires, all references in this report to “Amplitude,” the “Company,” “we,” “our,” “us,” or similar terms refer to Amplitude, Inc. and its subsidiaries.

Overview

Amplitude is a leading Digital Analytics Platform that provides self-service visibility into the entire customer journey. With Amplitude, organizations can build amazing product experiences, drive revenue growth, and win their categories. We work with almost 2,000 paying customers of various sizes and stages of digital maturity, across many industries, including the teams behind some of the most-beloved digital products in the world. We have experienced significant growth in recent years, with more than 700 employees in seven global offices.

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At the core of our Digital Analytics Platform is our Behavioral Graph, a proprietary, purpose-built behavioral database that is the largest of its kind. Our Behavioral Graph instantly finds patterns, makes recommendations, and connects customer actions along their journeys to the right business outcomes, like engagement, growth, and loyalty. We architected our Behavioral Graph to power numerous products, beginning with our core product analytics solution. Consistently ranked #1 in multiple categories by G2, Amplitude Analytics provides real-time product data so cross-functional teams can understand what is working and what is not. We have since expanded our offerings to include products that enable teams to build personalized product experiences, test product changes, and improve data quality across their technology stack.

We have experienced significant growth in recent years driven by the rapid adoption of our Digital Analytics Platform by our global, diversified base of 1,994 paying customers as of December 31, 2022. Our customers span across industries and sizes, from the leading digital innovators to those looking to transform and adapt their business in the new digital age. For the years ended December 31, 2022 and 2021, our revenue was $238.1 million and $167.3 million, respectively, representing year-over-year growth of 42%. For the years ended December 31, 2022 and 2021, our net loss was $93.4 million and $75.0 million, respectively. For the years ended December 31, 2022 and 2021, our net cash used in operating activities was $5.4 million and $31.7 million, respectively, and our free cash flow was $(11.2) million and $(34.9) million, respectively.

Our Business Model

We generate revenue primarily through selling subscriptions to our platform. We reach customers through an efficient direct sales motion, solution partners, and product-led growth initiatives, including subscription plans to meet the needs of a diverse range of companies. For the year ended December 31, 2022, subscription revenue comprised 97% of our total revenue. Our customers typically look to use our platform for an initial business use case they have identified, such as analytics on a digital product. As our customers experience the value of our platform in helping to drive business outcomes in that initial use case, they frequently expand that initial use case, expand into new use cases, and expand into additional products. Examples of ways customers expand the use of our platform include the following:
 

Our pricing model is based on both the platform functionality required by our customers as well as committed event volume. An event could be any action that a user takes in a digital product, such as ‘Create account’, ‘Add to cart’, or ‘Share photo’. Events can also be actions that occur in a product without user action, such as ‘Verification completed’. Customers have the flexibility to choose the events sent to our platform and can also attach custom properties to an event to enable greater insight on the digital product end user.

We have been effective in helping our customers to gauge the proper event volume to contract to ensure that they maximize their investment in our platform. In situations where customers exceed their committed event volume in a given period, they incur overage charges that we have the contractual right to bill at our discretion. Depending on the circumstances, we often use this as an opportunity to renegotiate a customer contract to ensure they have the right contracted event volume to meet their business objectives. Historically, overage charges have not made up a significant portion of our revenue. In many cases, customers will proactively expand their contract within the contract term, generally increasing event volume and platform capabilities to expand existing or address new use cases. Substantially all of our customer contracts have a subscription period of one year or longer. In the fiscal year ended December 31, 2022, we billed a majority of these contracts annually in advance with the remainder billed quarterly, semi-annually, or monthly.

We offer a variety of plans that are right-sized to match the depth and breadth of our customers’ needs and complexity. Our Starter plan is a free-tier, self-service option that allows prospects to easily sign up and begin to leverage the power of the platform in rapid fashion. This plan includes core product analytics with the ability to track up to 10 million events per month. Users of this plan

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get access to unlimited user seats and are encouraged to add additional team members across functions to proliferate the use of our platform within their organization.

If a prospect outgrows the usage limits in the Starter plan or requires additional features such as predictive analytics, behavioral reports, or additional event volume, we offer a Growth plan that requires conversion to a paid subscription contract. Growth plan users also get access to dedicated customer support to further maximize the value from our platform. Customers that require the complete analytics tool kit to handle more scale and larger, sophisticated use cases can purchase our Enterprise plan. The Enterprise plan includes everything in the Growth plan as well as additional robust features such as advanced data governance, custom user permissions and roles, automated insights, and more. At any point, a customer that needs additional capabilities can purchase add-on functionality or products, which are natively integrated with Amplitude Analytics.

Our land-and-expand business model is powered by the ease of use, rapid time to value, and broad applicability of our platform to provide actionable insights in real time to numerous teams across an organization. This model has enabled us, in many cases, to significantly expand the reach of our platform within organizations.

As of December 31, 2022, we had 480 customers that each represented greater than $100,000 in ARR and 30 customers that each represented greater than $1 million in ARR, demonstrating the mission critical nature of our platform to help customers succeed in the new digital age. In comparison, we had 385 customers that each represented greater than $100,000 in ARR and 29 customers that each represented greater than $1 million in ARR for the years ended December 31, 2021. Customers that each represented greater than $100,000 in ARR accounted for approximately 75% and 73% of our total ARR as of December 31, 2022 and 2021, respectively. We define ARR as the annual recurring revenue of subscription agreements, including certain premium professional services that are subject to contractual subscription terms, at a point in time based on the terms of customers’ contracts. ARR should be viewed independently of revenue, and does not represent our U.S. GAAP revenue on an annualized basis, as it is an operating metric that can be impacted by contract start and end dates and renewal rates. No single customer accounted for more than 4% of our revenue in the years ended December 31, 2022 and 2021.

Our ability to expand within our customer base is also demonstrated by our strong dollar-based net retention rate. As of December 31, 2022 and 2021, our dollar-based net retention rate across paying customers was 119% and 123%, respectively.

Key Factors Affecting Our Performance

We believe that the growth and future success of our business depends on many factors. While each of these factors presents significant opportunities for our business, they also pose important challenges that we must successfully address in order to sustain our growth and improve our results of operations.

Customer Acquisition and Expansion

We believe that our Digital Analytics Platform can help businesses across industries, company size, and stages of digital maturity drive better business outcomes through optimizing the digital product experience of their customers. We are focused on continuing to acquire new customers and expanding our relationships with our existing installed base to support our long-term growth. We have invested, and expect to continue to invest, in our sales and marketing efforts to drive customer acquisition.

As of December 31, 2022 and 2021, we had 1,994 and 1,597 paying customers, respectively, representing an increase of 25% year-over-year. As of December 31, 2022 and 2021, 28 and 26 of the Fortune 100 were paying customers, respectively, which demonstrates both our traction to date as well as our significant opportunity to continue to penetrate into the largest global organizations. Our relationship with some of the world’s most beloved product-led companies has resulted in increased brand credibility and access to many attractive growth opportunities.

We have been successful at efficiently growing our customer spend over time as evidenced by our dollar-based net retention rates. As of December 31, 2022 and 2021, our dollar-based net retention rate was 119% and 123%, respectively, for paying customers. We continue to increase the number of customers who have entered and grown into larger subscriptions with us. As of December 31, 2022 and 2021, we had 480 and 385 customers, respectively, that each represented greater than $100,000 in ARR, representing a 25% increase year-over-year. Additionally, we had 30 and 29 customers, respectively, that each represented greater than $1 million in ARR, up 3% year-over-year. The number of customers representing greater than $100,000 and $1 million in ARR demonstrates the strategic importance of our platform and our ability to both initially land significant accounts and grow them over time.

Investments in Platform

We believe that our customers will demand additional features and capabilities beyond our current platform offerings to assist them in optimizing their digital products. We have a history of, and will continue to invest significantly in, developing and delivering innovative products, features, and functionality targeted at our core customer base. In addition, we may choose to add new products

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and offerings or enhance our platform capabilities through acquisitions. In 2020, we acquired ClearBrain to bolster our predictive analytics capabilities, and in 2021, we acquired Iteratively, a software company that bolsters our ability to empower developers to more quickly, easily, and accurately instrument data into our platform. Going forward, we may pursue both strategic partnerships and acquisitions that we believe will be complementary to our business, accelerate customer acquisition, increase usage of our platform, and/or expand our product offerings in our core markets.

Investing for Growth

Our investment for growth encompasses multiple critical areas, including product expansion, our sales force, sales support, partner ecosystem, and our international presence. We continue to evolve our technology to ensure that we are best serving our customers’ needs. We believe this will lead to continued increased retention and positive customer referrals that will continue to generate expansion opportunities within our existing installed base and from new customers. We plan to continue to invest in our research and development organization to maintain and strengthen our market leadership position, and we believe that attracting the best engineering talent will continue to be critical to our long-term success. As we continue to invest in our platform, we expect our research and development expenses to continue to increase in dollar amount, and although we believe these expenses as a percentage of revenue will decrease over the longer term, we expect that these expenses as a percentage of revenue will increase in the short term as we invest in product innovation.

We will continue to invest in expanding our sales force and associated sales support to pursue attractive growth opportunities and ensure customer success, particularly with larger enterprises where we have experienced significant traction to date. We also plan to invest in our channel partners, such as independent software vendors, and resellers, to extend our reach faster than we could do on our own. As we continue to invest in our sales efforts, we expect our sales and marketing expenses to continue to increase in dollar amount, and although we believe these expenses as a percentage of revenue will decrease over the longer term, we expect these expenses as a percentage of revenue will increase in the short term as we invest in sales growth.

Finally, we see opportunities to expand offices and headcount internationally to better service targeted international markets where we believe we have significant opportunity to accelerate existing traction and success. For the years ended December 31, 2022 and 2021, 38% and 36% of our revenue was generated outside the United States, respectively. As we seek to expand our business globally, we may be adversely affected by global economic and political instability. For example, as a result of the Russia-Ukraine war, we terminated certain relationships with customers in Russia and some of the businesses of our customers in the impacted regions have experienced disruptions that have affected their ability to pay for our services. See “Risk Factors–Risks Related to Our Business and Industry–Our operations are international in scope, and we plan further geographical expansion, creating a variety of operational challenges.”

Key Business Metrics

We review a number of operating and financial metrics, including the following key metrics to evaluate our business, measure our performance, identify trends affecting our business, formulate business plans, and make strategic decisions. We are not aware of any uniform standards for calculating these key metrics, which may hinder comparability with other companies who may calculate similarly-titled metrics in a different way.

Paying Customers

We believe our ability to grow the number of paying customers on our platform provides a key indicator of the demand for our platform, growth of our business, and our future business opportunities. Increasing awareness of our platform and its broad range of capabilities, coupled with the mainstream adoption of cloud-based technology, has expanded the diversity of our customer base to include organizations of different sizes across virtually all industries.

For purposes of customer count, a customer is defined as an entity that has a unique Dunn & Bradstreet Global Ultimate (“GULT”) Data Universal Numbering System (“DUNS”) number and an active subscription contract as of the measurement date. The DUNS number is a global standard for business identification and tracking. We make exceptions for holding companies, government entities, and other organizations for which the GULT, in our judgment, does not accurately represent the Amplitude customer or the DUNS does not exist.

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Dollar-Based Net Retention Rate

We calculate our dollar-based net retention rate to measure our ability to retain and expand ARR from our customers and believe it is an indicator of the value our platform delivers to customers and our future business opportunities. Our dollar-based net retention rate compares our ARR from the same set of customers across comparable periods and reflects customer renewals, expansion, contraction, and attrition. We define ARR as the annual recurring revenue of subscription agreements, including certain premium professional services that are subject to contractual subscription terms, at a point in time based on the terms of customers’ contracts. ARR should be viewed independently of revenue, and does not represent our U.S. GAAP revenue on an annualized basis, as it is an operating metric that can be impacted by contract start and end dates and renewal rates.

We calculate dollar-based net retention rate as of a period-end by starting with the ARR from the cohort of all customers as of 12 months prior to such period-end (the “Prior Period ARR”). We then calculate the ARR from these same customers as of the current period-end (the “Current Period ARR”). Current Period ARR includes any expansion and is net of contraction or attrition over the last 12 months, but excludes ARR from new customers as well as any overage charges in the current period. We then divide the total Current Period ARR by the total Prior Period ARR to arrive at the point-in-time dollar-based net retention rate. We then calculate the weighted average of the trailing 12-month point-in-time dollar-based net retention rates, to arrive at the dollar-based net retention rate.

Response to COVID-19

The COVID-19 pandemic has had an adverse effect on the global economy, including the businesses of many of our customers and prospective customers and did, in the early stages of the pandemic, result in increased attrition from our smaller customers and those customers in the most impacted industries such as travel and entertainment. Overall, however, the COVID-19 pandemic resulted in favorable trends for our business and the businesses of those customers who have been able to leverage digital analytics of their products as sales increasingly shifted online, but such trends have normalized.

Although we believe the COVID-19 pandemic has largely resulted in favorable trends for our business to date, we have experienced business disruptions, including requiring us to manage a significant majority of our workforce remotely and restrictions on our ability to travel to customers. Moreover, our existing and prospective customers have experienced and may continue to experience slowdowns in their businesses, including due to ongoing worldwide supply chain disruptions, which in turn has and may result in reduced demand for our platform, lengthening of sales cycles, loss of customers, and difficulties in collections. In addition, the pandemic resulted in, and may in the future result in, significant disruption of global financial markets, which could limit our or our customers' ability to access capital on favorable terms or at all. The ongoing impact of the pandemic on our future business, financial condition, and results of operations depends on the pandemic’s duration and severity, which are difficult to assess or predict. See “Risk Factors” included under Part I, Item 1A of this Annual Report on Form 10-K for further discussion of the impact of the COVID-19 pandemic on our business.

Non-GAAP Financial Measures

The following table presents certain non-GAAP financial measures, along with the most directly comparable U.S. GAAP measure, for each period presented below. In addition to our results determined in accordance with U.S. GAAP, we believe these non-GAAP financial measures are useful in evaluating our operating performance. See below for a description of the non-GAAP financial measures and their limitations as an analytical tool. A reconciliation is also provided below for each non-GAAP financial measure to the most directly comparable financial measure stated in accordance with U.S. GAAP.

The following Non-GAAP Financial Measures and related Non-GAAP reconciliations are for the year ended December 31, 2022, compared to the same period in 2021, unless otherwise stated. Non-GAAP Financial Measures and related Non-GAAP reconciliations for the year ended December 31, 2021 compared to the year ended December 31, 2020 may be found in the section

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titled “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in our Annual Report on Form 10-K for the fiscal year ended December 31, 2021, filed with the SEC on February 17, 2022.

Non-GAAP Gross Profit, Non-GAAP Gross Margin, Non-GAAP Loss from Operations, and Non-GAAP Loss from Operations Margin

We define non-GAAP gross profit and non-GAAP gross margin as U.S. GAAP gross profit and U.S. GAAP gross margin, respectively, excluding stock-based compensation expense and related employer payroll taxes, amortization of acquired intangible assets, and non-recurring costs, such as costs related to the listing of our Class A common stock on the Nasdaq Capital Market (the “Direct Listing”). Non-GAAP gross margin is calculated as non-GAAP gross profit divided by total revenue.

We define non-GAAP loss from operations and non-GAAP loss from operations margin as U.S. GAAP loss from operations and U.S. GAAP loss from operations margin, respectively, excluding stock-based compensation expense and related employer payroll taxes, amortization of acquired intangible assets, and non-recurring costs, such as Direct Listing costs. Non-GAAP loss from operations margin is calculated as non-GAAP loss from operations divided by total revenue.

We exclude stock-based compensation expense and related employer payroll taxes, which is a non-cash expense, from certain of our non-GAAP financial measures because we believe that excluding this item provides meaningful supplemental information regarding operational performance. We exclude amortization of intangible assets, which is a non-cash expense, related to business combinations from certain of our non-GAAP financial measures because such expenses are related to business combinations and have no direct correlation to the operation of our business. Although we exclude these expenses from certain non-GAAP financial measures, the revenue from acquired companies subsequent to the date of acquisition is reflected in these measures and the acquired intangible assets contribute to our revenue generation. We exclude non-recurring costs from certain of our non-GAAP financial measures because such expenses do not repeat period over period and are not reflective of the ongoing operation of our business.

We use non-GAAP gross margin and non-GAAP loss from operations margin in conjunction with traditional U.S. GAAP measures to evaluate our financial performance. We believe that non-GAAP gross margin and non-GAAP loss from operations margin provide our management and investors consistency and comparability with our past financial performance and facilitates period-to-period comparisons of operations.

Free Cash Flow and Free Cash Flow Margin

We define free cash flow as net cash used in operating activities, less cash used for purchases of property and equipment and capitalized internal-use software costs. Free cash flow margin is calculated as free cash flow divided by total revenue. We believe that free cash flow and free cash flow margin are useful indicators of liquidity that provide information to management and investors, even if negative, about the amount of cash used in our operations other than that used for investments in property and equipment and capitalized internal-use software costs.

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Limitations and Reconciliations of Non-GAAP Financial Measures

Non-GAAP financial measures are presented for supplemental informational purposes only. Non-GAAP financial measures have limitations as analytical tools and should not be considered in isolation or as substitutes for financial information presented under U.S. GAAP. There are a number of limitations related to the use of non-GAAP financial measures versus comparable financial measures determined under U.S. GAAP. For example, other companies in our industry may calculate these non-GAAP financial measures differently or may use other measures to evaluate their performance. In addition, free cash flow does not reflect our future contractual commitments and the total increase or decrease of our cash balance for a given period. All of these limitations could reduce the usefulness of these non-GAAP financial measures as analytical tools. Investors are encouraged to review the related U.S. GAAP financial measures and the reconciliations of these non-GAAP financial measures to their most directly comparable U.S. GAAP financial measures and to not rely on any single financial measure to evaluate our business.

The following tables reconcile the most directly comparable U.S. GAAP financial measure to each of these non-GAAP financial measures.

Non-GAAP Gross Profit and Gross Margin

Non-GAAP Loss From Operations and Loss From Operations Margin

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Free Cash Flow and Free Cash Flow Margin

Components of Results of Operations

Revenue

We generate revenue primarily from sales of subscription services for customers to access our platform. Revenue is driven primarily by the number of paying customers and the level of subscription plan. We generally recognize revenue ratably over the related contractual term beginning on the date that the platform is made available to a customer. Revenue from professional services have primarily been attributed to implementation and training services. We recognize professional services revenue as services are delivered.

Cost of Revenue

Cost of revenue consists primarily of the cost of providing our platform to our customers and consists of third-party hosting fees, personnel-related expenses for our operations and support personnel, and amortization of our capitalized internal-use software and acquired developed software. As we acquire new customers and existing customers increase their use of our platform, we expect that our cost of revenue will continue to increase in dollar amount.

Gross Profit and Gross Margin

Gross profit, or revenue less cost of revenue, and gross margin, or gross profit as a percentage of revenue, has been and will continue to be affected by various factors, including the timing of our acquisition of new customers, renewals of, and follow-on sales to, existing customers, costs associated with operating our platform, and the extent to which we expand our operations and customer support organizations. In the long term, we expect our gross profit to increase in dollar amount and our gross margin to improve as we optimize our system performance and leverage ingested data for new products.

Operating Expenses

Our operating expenses consist of research and development, sales and marketing, and general and administrative expenses. Personnel-related expenses are the most significant component of operating expenses and consist of salaries, benefits, stock-based compensation expense, and, in the case of sales and marketing expenses, sales commissions. Operating expenses also include an allocation of overhead costs for facilities and shared IT-related expenses. As we continue to invest in our business, we expect our operating expenses to continue to increase in dollar amount, and although we believe our operating expenses as a percentage of revenue will decrease over the longer term, we expect operating expenses as a percentage of revenue will increase in the short term as we invest in product innovation and sales growth and incur additional professional services and compliance costs as we operate as a public company.

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Research and Development

Research and development expenses consist primarily of personnel-related expenses. These expenses also include product design costs prior to the application development stage, third-party services and consulting expenses, software subscriptions, and allocated overhead costs for overhead used in research and development activities. A substantial portion of our research and development efforts are focused on enhancing our software, including researching ways to add new features and functionality to our platform. We anticipate continuing to invest in innovation and technology development, and as a result, we expect research and development expenses to continue to increase in dollar amount but to decrease as a percentage of revenue over the longer term, although the percentage may fluctuate from quarter to quarter depending on the extent and timing of product development initiatives. In the short term, we expect research and development costs to increase as a percentage of revenue as we invest in product innovation. We also anticipate additional stock-based compensation expense in future periods due to planned increases in headcount and associated new hire grants.

Sales and Marketing

Sales and marketing expenses consist primarily of personnel-related expenses and expenses for performance marketing and lead generation, and brand marketing. These expenses also include allocated overhead costs and travel-related expenses. Sales commissions earned by our sales force that are considered incremental and recoverable costs of obtaining a subscription with a customer are deferred and amortized on a straight-line basis over the expected period of benefit of five years.

We continue to make investments in our sales and marketing organization, and we expect sales and marketing expenses to remain our largest operating expense in dollar amount. We expect our sales and marketing expenses to continue to increase in dollar amount but to decrease as a percentage of revenue over the longer term, although the percentage may fluctuate from quarter to quarter depending on the extent and timing of our marketing initiatives. In the short term, we expect sales and marketing costs to increase as a percentage of revenue as we invest in product sales growth. We also anticipate additional stock-based compensation expense in future periods due to planned increases in headcount and associated new hire grants.

General and Administrative

General and administrative expenses consist primarily of personnel-related expenses for our finance, human resources, information technology, and legal organizations. These expenses also include non-personnel costs, such as outside legal, accounting, and other professional fees, software subscriptions, as well as certain tax, license, and insurance-related expenses, and allocated overhead costs.

We have also incurred certain expenses as part of operating as a publicly-traded company, including professional fees and other expenses. We expect to continue to incur additional expenses as a result of operating as a public company, including costs to comply with the rules and regulations applicable to companies listed on the Nasdaq Capital Market LLC and costs related to compliance and reporting obligations pursuant to the rules and regulations of the Securities and Exchange Commission. In addition, as a public company, we incur additional costs associated with accounting, compliance, insurance, and investor relations. As a result, we expect our general and administrative expenses to continue to increase in dollar amount for the foreseeable future but to generally decrease as a percentage of our revenue over the longer term, although the percentage may fluctuate from period to period depending on the timing and amount of our general and administrative expenses, including in the short term as we expect to incur increased compliance and professional service costs. We also anticipate additional stock-based compensation expense in future periods due to planned increases in headcount and associated new hire grants.

Other Income, Net

Other income, net consists primarily of interest income on our cash, cash equivalents, and marketable securities holdings offset by foreign currency transaction gains and losses.

Provision for Income Taxes

Provision for income taxes consists primarily of income taxes in certain foreign jurisdictions in which we conduct business. To date, we have not recorded any U.S. federal income tax expense, and our state and foreign income tax expenses have not been material. We have recorded deferred tax assets for U.S. federal income taxes for which we provide a full valuation allowance. These deferred tax assets primarily include net operating loss carryforwards of $422.2 million and tax credit carryforwards of $9.1 million, net of reserves as of December 31, 2022, which begin expiring in 2032 and 2033, respectively. We expect to maintain this full valuation allowance in U.S. jurisdictions for the foreseeable future as it is not more likely than not the deferred tax assets will be realized based on our history of losses.

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Results of Operations

The following tables set forth our results of operations for the periods presented and as a percentage of our revenue for those periods. The period-to-period comparison of financial results is not necessarily indicative of financial results to be achieved in future periods.

The following discussion and analysis are for the year ended December 31, 2022, compared to the same period in 2021, unless otherwise stated. Discussion and analysis for the year ended December 31, 2021 compared to the year ended December 31, 2020 may be found in the section titled “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in our Annual Report on Form 10-K for the fiscal year ended December 31, 2021, filed with the SEC on February 17, 2022.

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The following table sets forth the components of our consolidated statements of operations and comprehensive loss data, for each of the periods presented, as a percentage of revenue.

* less than 1%

Note: Certain figures may not sum due to rounding

Comparison of Fiscal Years Ended December 31, 2022 and 2021

Revenue

Revenue increased $70.8 million, or 42%, in fiscal 2022 compared to fiscal 2021. The increase in revenue was primarily due to growth of our paying customer base of 25% and revenue generated from our existing paying customers as reflected by our dollar-based net retention of 119% as of December 31, 2022.

Cost of Revenue and Gross Margin

Cost of revenue increased $18.7 million, or 36%, in fiscal 2022 compared to fiscal 2021. The increase was primarily due to an increase of $9.2 million in personnel-related expenses directly associated with an increase in headcount, including an increase in allocated overhead costs, and $8.5 million in third-party hosting costs as we increased capacity to support paying customer usage and growth of our paying customer base. Additionally, cost of revenue increased by $1.0 million due to the amortization of acquired intangibles assets related to our business combinations and amortization of internal-use software costs.

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Operating Expenses

Research and Development

Research and development expenses increased $32.3 million, or 67%, in fiscal 2022 compared to fiscal 2021. The increase was primarily due to an increase of $19.0 million in personnel-related expenses directly associated with an increase in headcount, including an increase in allocated overhead costs. The increase was also attributable to an increase of $12.0 million in stock-based compensation expense and related payroll taxes as a result of increased headcount.

Sales and Marketing

Sales and marketing expenses increased $43.9 million, or 51%, in fiscal 2022 compared to fiscal 2021. The increase was primarily due to an increase of $20.5 million in personnel-related expenses directly associated with an increase in headcount, including an increase in allocated overhead costs. The increase in headcount also contributed to an increase of $3.5 million in commissions related to an expansion of our customer base, contract value of deals, and sales team. This increase was also attributable to $7.7 million in stock-based compensation expenses and related payroll taxes as a result of increased headcount. An increase of $7.6 million related to expenses to support our marketing, lead generation, and advertising programs and an increase of $1.9 million in software subscription costs contributed to the overall increase.

General and Administrative

General and administrative expenses decreased $1.7 million, or 3%, in fiscal 2022 compared to fiscal 2021. The decrease was primarily attributable to a $16.3 million decrease in professional services attributable to fees related to the Direct Listing that were incurred in fiscal 2021 that did not recur in fiscal 2022. The decrease was partially offset by a $4.4 million increase in stock-based compensation expenses and related payroll taxes and an increase of $3.9 million in personnel-related expenses directly associated with an increase in headcount, including an increase in allocated overhead costs. This decrease was also partially offset by an increase in corporate expenses of $3.3 million, primarily related to increased insurance costs, and an increase in subscription software costs of $2.0 million.

Other Income, net

* Not meaningful

Other income, net increased $3.8 million, in fiscal 2022 compared to fiscal 2021. The increase was primarily related to a $3.7 million increase in interest income resulting from interest earned on our cash, cash equivalents, and the marketable securities purchased in the year ended December 31, 2022.

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Provision for Income Taxes

Provision for income taxes decreased $0.2 million, or 23%, in fiscal 2022 compared to fiscal 2021, primarily due to decreased foreign taxes, including deferred tax balances.

Liquidity and Capital Resources

Since inception, we have financed operations primarily through the net proceeds we have received from the sales of our preferred stock and common stock as well as cash generated from the sale of subscriptions to our platform. We have generated losses from our operations as reflected in our accumulated deficit of $273.2 million as of December 31, 2022 and negative cash flows from operating activities for fiscal 2022 and fiscal 2021. Our future capital requirements will depend on many factors, including revenue growth and costs incurred to support our platform, including growth in our customer base and customer usage, increased research and development expenses to support the growth of our business and related infrastructure, and increased general and administrative expenses to support being a public company.

As of December 31, 2022, our principal sources of liquidity were cash and cash equivalents of $218.5 million and restricted cash of $0.9 million. Additionally, a substantial source of our cash provided by operating activities is our deferred revenue, which is included on our consolidated balance sheets as a liability. Deferred revenue consists of the unearned portion of billed fees for our subscriptions, which is recorded as revenue over the term of the subscription agreement. As of December 31, 2022, we had $90.0 million of deferred revenue, all of which was recorded as a current liability. This deferred revenue will be recognized as revenue when or as the related performance obligations are met.

We assess our liquidity primarily through our cash on hand as well as the projected timing of billings under contract with our paying customers and related collection cycles. We believe our current cash and cash equivalents on hand will be sufficient to meet our working capital and capital expenditure requirements for at least the next 12 months. In the event that additional financing is required from outside sources, we may seek to raise additional funds at any time through equity, equity-linked arrangements, and debt. If we are unable to raise additional funds when desired and at reasonable rates, our business, results of operations, and financial condition would be adversely affected. See “Risk Factors—Risks Related to Our Business and Industry—We may require additional capital to support the growth of our business, and this capital might not be available on acceptable terms, if at all.”

Cash Flows

The following table shows a summary of our cash flows for the periods presented: