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.
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.
Mountain View construction layout robot (FieldPrinter 2) at 10K-15K sq ft/day, 10x manual speed with 1/16" accuracy; $69.5M total printing 100M+ sq ft for DPR/Turner/Skanska competing with Trimble for BIM-to-field layout automation.
Dusty Robotics is a Mountain View, California-based construction robotics company — backed with $69.5 million in total funding from Root Ventures, Scale Venture Partners, Canaan Partners, GRIDS Capital, and Cantos — providing general contractors and construction teams with the FieldPrint Platform: a BIM-to-field robotic layout solution that uses the FieldPrinter robot to print precise floor markings from digital building models, replacing the manual chalk-line and tape-measure layout process that construction crews use to mark where walls, electrical, plumbing, and structural elements will be built. The FieldPrinter 2 (launched January 2024) lays out 10,000-15,000 square feet per day with one operator at 1/16 inch accuracy — approximately 10x faster than manual layout methods — and has printed over 100 million square feet across thousands of projects for customers including DPR, Turner, and Skanska. Named one of Fast Company's Most Innovative Companies of 2024 in the robotics category. Founded in 2018.
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