Side-by-side comparison of AI visibility scores, market position, and capabilities
Human insight platform for unmoderated video user research; 2M+ panelist access enabling same-day prototype and website testing for Apple and Salesforce competing with Maze and Hotjar.
UserTesting is a human insight platform providing on-demand access to targeted panelists who record their screen and voice while completing tasks on websites, apps, and prototypes — enabling product, UX, marketing, and research teams to watch real users navigate their products and hear authentic reactions within hours rather than weeks. Listed on NYSE (NYSE: USER) before being acquired by Thoma Bravo private equity in 2023 for approximately $1.3 billion, UserTesting is headquartered in San Francisco and serves thousands of companies including Apple, Salesforce, Microsoft, and Walmart for rapid user research.\n\nUserTesting's platform enables teams to recruit from a panel of over 2 million contributors globally, filtered by demographic characteristics, and have them complete structured tasks while recording their screen, voice, and facial expressions. Researchers receive video clips sorted by predefined test metrics within hours, rather than waiting weeks to schedule in-person usability studies. Machine learning tools analyze videos to identify emotional reactions, sentiment, and task completion rates across participants.\n\nIn 2025, UserTesting competes in the user research and experience insight market against Maze (prototype testing), Lookback (live user interview platform), Hotjar (behavioral analytics), and Medallia (enterprise experience management). The user research market has consolidated as companies invest in continuous discovery practices rather than periodic research sprints. UserTesting's acquisition by Thoma Bravo and combination with UserZoom (another Thoma Bravo portfolio company) created a more comprehensive research platform covering both unmoderated video testing and moderated live interview capabilities. The 2025 strategy focuses on the combined UserTesting-UserZoom platform, expanding AI-powered insight synthesis from video research, and growing enterprise adoption of continuous research practices.
Armonk NY hybrid cloud and enterprise AI (NYSE: IBM) at $62.8B revenue; $6B+ generative AI bookings, record $12.7B free cash flow 2024, DataStax acquisition for watsonx vector database competing with Microsoft Azure for enterprise AI.
International Business Machines Corporation (IBM) is an Armonk, New York-based global technology and consulting company — publicly traded on the New York Stock Exchange (NYSE: IBM) as an S&P 500 component — providing hybrid cloud infrastructure, artificial intelligence software, and enterprise IT consulting through approximately 270,300 employees in 170 countries with $62.8 billion in annual revenue. Founded on June 16, 1911, as Computing-Tabulating-Recording Company through a merger orchestrated by financier Charles Ranlett Flint, renamed IBM in 1924 under Thomas Watson Sr., IBM has undergone multiple strategic transformations over its 110+ year history: building the System/360 mainframe platform (1964), launching the IBM PC (1981), selling the PC division to Lenovo (2005, $1.75B), and completing the $34 billion Red Hat acquisition (2019) that repositioned IBM as a hybrid cloud platform company. CEO Arvind Krishna (appointed April 2020) has focused IBM's strategy on three areas: hybrid cloud (powered by Red Hat OpenShift, the enterprise Kubernetes platform), AI (the watsonx platform for enterprise AI model development and deployment), and enterprise consulting. Under Krishna, IBM recorded $12.7 billion in free cash flow in 2024 (a company record), surpassed $6 billion in generative AI bookings since June 2023, and saw the stock price double — trading at all-time highs through 2024-2025. IBM announced the DataStax acquisition in 2025 to deepen watsonx's data layer with AstraDB (vector database for AI applications), DataStax Enterprise (Apache Cassandra), and Langflow (low-code AI agent development).
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