Rally UXR vs Mode Analytics
Side-by-side comparison of AI visibility scores, market position, and capabilities
User research CRM automating participant screening, scheduling, and incentives for enterprise UX teams; $11M Series A in 2025 with $3.9M revenue competing with UserTesting and Respondent.
About
Rally UXR is a user research CRM platform that automates participant management for enterprise research teams — handling the time-consuming coordination work of screening research participants, scheduling sessions, sending outreach, and processing incentive payments, so UX researchers can focus on running studies rather than managing logistics. Founded in 2021 in New York City and a Y Combinator W22 graduate, Rally UXR raised $19.8 million total including an $11 million Series A led by Canapi Ventures in June 2025.\n\nRally UXR's platform serves as the participant database and operations layer for enterprise UX research programs — companies build and maintain a panel of customers and users willing to participate in research, and Rally automates the workflow of identifying eligible participants for each study, scheduling sessions via calendar integration, sending consent forms and follow-up communication, and distributing gift card incentives. This automation is particularly valuable for companies running high volumes of user interviews (10-50+ sessions per month) where manual coordination creates significant researcher overhead.\n\nIn 2025, Rally UXR achieved $3.9 million in revenue in 2024 with 26-30 employees and competes in the user research operations market with UserTesting (full research platform), Respondent.io (participant recruitment marketplace), and Ethnio (intercept and participant management) for enterprise research coordination tools. The UX research operations category has grown as product-led companies formalize their research programs and need purpose-built infrastructure beyond spreadsheets and manual outreach. Rally's 2025 strategy focuses on deepening integrations with research platforms (Dovetail, Maze, UserZoom), growing enterprise accounts with multiple research teams, and expanding its participant panel management capabilities.
Collaborative SQL and Python analytics platform acquired by ThoughtSpot in 2023; analyst-focused reporting and exploration complementing ThoughtSpot's AI search.
About
Mode Analytics is a collaborative data platform combining a SQL editor, Python notebooks, and report publishing into a single environment where data analysts can write queries, build visualizations, and share insights with business stakeholders. Founded in 2013 and headquartered in San Francisco, Mode was acquired by ThoughtSpot in 2023, integrating its collaborative analytics capabilities into ThoughtSpot's AI-powered analytics platform. Under ThoughtSpot, Mode's tools continue serving the analyst community that used Mode as their primary reporting and data exploration environment.
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