Across 100 B2B SaaS research stacks audited between January 2024 and March 2026, 71 retired their primary survey platform — Typeform, SurveyMonkey, Qualtrics, or an in-house Forms wrapper — without replacing it with another survey tool.

AI user research tools cut median time-to-insight by 84% between the 2024 and 2026 production baselines, compressing a six-week qualitative study into roughly nine working days.

Datadog runs customer research as a hybrid operation: enterprise PMMs interview platform buyers while DevRel and product managers harvest signal from developers using the product daily. AI conversations now stitch those two streams together at scale.

Figma reached 13 million monthly active users and a public-market debut in 2026 with a research function that never scaled linearly with headcount. Founder and CEO Dylan Field built the company on a tight feedback loop: the Figma Community, in-file comments, the public forum, Config (the annual user conference), and a…

Miro runs customer research on a tool that is, itself, a research tool — a recursion that forces the company to be unusually deliberate about how it learns from its 90M+ registered users.

The AI user research tools market in 2026 is no longer a single category — it has fractured across the five stages of the research lifecycle: planning, recruiting, moderating, synthesizing, and reporting.