Use cases

Who uses SimuTest?

SimuTest fits anywhere a real user would evaluate your website — just faster, cheaper, and with thinking traces.

Founders & Indie Hackers

Ship and validate without a UX team

You're moving fast. SimuTest acts as your on-demand UX researcher — validating landing pages, pricing pages, and onboarding flows before you burn ad spend on traffic that won't convert.

  • Test your pricing page before launching ads
  • Validate new homepage copy in minutes
  • Find the hidden friction that kills signups
  • Works on Webflow, Framer, Next.js, anything
UX / Product Designers

Prototype feedback without recruiting users

Test Figma prototypes or staging environments against diverse simulated personas. Get thinking traces that mirror real usability sessions — without the scheduling, incentives, or analysis delay.

  • Compare variant A vs B with 500 sessions each
  • Get thinking traces for qualitative insight
  • Identify visual hierarchy and CTA findability issues
  • Score accessibility before shipping
Frontend Developers

Catch UX regressions in CI/CD

Integrate SimuTest into your GitHub Actions pipeline. Get automated UX quality scores on every PR. Catch regressions before they reach users — without writing browser tests by hand.

  • GitHub Actions integration in 2 minutes
  • Pass/fail UX gates on pull requests
  • Score diffs between base and PR branches
  • No Playwright expertise required
Product Managers

Prioritize roadmap with UX evidence

Stop guessing which UX improvement will move the needle. SimuTest's 12-criteria scoring system gives you quantified evidence for prioritization decisions and executive presentations.

  • Quantified UX scores for stakeholder buy-in
  • Compare current vs proposed designs
  • Segment results by persona type
  • Export PDF reports for presentations
CRO Teams

Predict lift before running A/B traffic

Traditional A/B tests take weeks and dilute statistical power. SimuTest lets you pre-screen variants with AI traffic, eliminating losers before committing real users — multiplying your CRO velocity.

  • Pre-screen 10 variants to find the 2 worth testing
  • Identify persuasion and trust gaps
  • Measure dark pattern risk scores
  • Run at any sample size instantly
Accessibility Teams

Simulate assistive tech users at scale

Go beyond automated linters. SimuTest can simulate personas with screen readers, motor impairments, low vision, and cognitive needs — revealing WCAG issues that automated tools miss entirely.

  • Screen reader persona simulation
  • Cognitive accessibility scoring
  • Motor impairment navigation testing
  • WCAG 2.2 criteria alignment

Ready to stop guessing?

Join teams across all disciplines using SimuTest to ship better UX with AI-powered confidence.