LegitShow is the trusted source on every newly launched software product: what it does, who it’s for, how it actually holds up, and whether the AI engines are already reading it. Built to be what AI cites.

Web apps, SaaS, AI tools, MCP servers and developer tools. How we measure →

Legit.Show benchmarks every launched service it lists — measured deterministically from the public surface. See the methodology →

Cross-links · Directory · Reports · Insights · What AI reads · Methodology · About

Privacy · Terms · @Legit_Show on X · GitHub · operated by Madeflo Inc., a Delaware corporation. Benchmark engine powered by commit.show.

Ranked by measurement

Best user research platform

8 tested · top 8 shown

Ordered by a seven-frame production-readiness benchmark measured from each product's public surface — not popularity, pricing or feature count. Nobody pays to appear here and the order is never edited. How it is measured →
How this field scores
low 64median 76best 94
  1. 1
    reOS
    reOS is a user research platform covering planning, recruiting, interviews, and analysis.
    Perf 55
    Acce 100
    Sec 100
    Priv 100
    Rel 100
    Std 100
    Disc 100
    reos.ai · measured 2026-09-15
    7/7 frames
  2. 2
    Wavefield Research
    Self-serve survey platform with built-in analysis, priced per project.
    Sec 100
    Priv 75
    Rel 100
    Std 75
    Disc 100
    2 not assessed
    wavefieldresearch.com · measured 2026-09-10
    5/7 frames
  3. 3
    Crowdproof
    Crowdproof simulates millions of census-seeded people interacting with your product.
    Perf 68
    Acce 96
    Sec 80
    Priv 75
    Rel 100
    Std 97
    Disc 100
    crowdproof.ai · measured 2026-08-22
    7/7 frames
  4. 4
    Koji
    AI-native platform for running customer interviews and research at scale.
    Perf 60
    Acce 91
    Sec 80
    Priv 100
    Rel 75
    Std 86
    Disc 100
    koji.so · measured 2026-09-25
    7/7 frames
  5. 5
    Sightspool
    Sightspool is a user research tool that helps founders find questions, conduct interviews, and decide what to
    Perf 68
    Acce 97
    Sec 45
    Priv 70
    Rel 75
    Std 92
    Disc 85
    sightspool.com · measured 2026-09-16
    7/7 frames
  6. 6
    AI Moderated Interviews
    AI-moderated interview platform for consumer and UX research at scale.
    Sec 55
    Priv 70
    Rel 92
    Std 75
    Disc 85
    2 not assessed
    entropik.io · measured 2026-09-25
    5/7 frames
  7. 7
    vibesight.ai
    AI-powered focus-group tool that generates research results from thousands of simulated personas.
    Sec 45
    Priv 25
    Rel 100
    Std 100
    Disc 100
    2 not assessed
    vibesight.ai · measured 2026-09-22
    5/7 frames
  8. 8
    Qualitati
    AI platform for user research interviews, focus groups, surveys, and thematic analysis.
    Sec 35
    Priv 25
    Rel 75
    Std 100
    Disc 85
    2 not assessed
    qualitati.com · measured 2026-09-23
    5/7 frames
What this does not say
This ranks how production-ready each product's public surface is — not how well it does its job. For user research platform, that means it does not measure the quality of the work itself. Products whose sites block automated readers are left out rather than ranked last — we did not measure them, and bottom placement would claim something we never observed. Scores are floors: anything set at a CDN, a proxy or behind a login is invisible from the public surface.

All measured categories → · Browse the directory →