AI moderated testing at scale

AI guides users through tasks and flags friction points across hundreds of sessions simultaneously.

Schedule demo
AI Moderated Testing

Trusted by product teams at

WORKFLOW

Everything you need built-in

Design test

Build tasks using first click tests, preference tests, card sorts, tree testing, five second tests, or embed Figma prototypes with click tracking and heatmaps.

Configure AI moderator

Set how AI guides users through tasks. Control when it probes, question depth, and guidance style.

Preview & test

Experience the test as a participant before launch. Validate task flow, AI guidance, and timing.

Monitor & detect issues

Watch sessions complete in real-time while AI automatically flags usability problems, friction, and errors.

Analyze insights

AI extracts themes and sentiment, clusters issues by severity, surfaces representative quotes, and generates per-question analysis. Export as PDF or CSV.

PRODUCT

AI at every step of your research

Access 8M+ participants

Recruit from 8M+ participants or bring your own. Start getting quality responses in hours, not days.

AI analysis & synthesis

AI extracts themes and sentiment, surfaces representative quotes, and generates per-question analysis. Export as PDF or CSV.

Team workspace

Share projects, assign roles, and collaborate in real-time. Keep your entire team aligned on research goals.

TRUST & SECURITY

Keep your research clean

Multiple verification steps to catch suspicious activity. Email verification, device fingerprinting, and behavior monitoring.

Your data stays yours

Research data is encrypted and stored securely. We don't sell or share your data with third parties.

CUSTOMER STORIES

Customer stories

View all customer stories

AI Moderated Testing FAQs

Unlike unmoderated testing where participants just complete tasks, AI moderation actively guides participants, asks contextual follow-up questions, and probes deeper when it detects confusion or interesting behavior—similar to a human moderator.
Yes! The AI monitors participant behavior in real-time and adjusts its questions based on what's happening. If someone struggles with a task, it asks about the difficulty. If they take an unexpected path, it asks why.
With AI moderation, you can scale to 50-100+ participants to uncover edge cases and statistically validate findings. The AI automatically clusters similar issues and surfaces patterns across all sessions.
We believe in transparency. Participants are informed they're interacting with an AI moderator, though many comment that the experience feels natural and helpful. You can customize the AI's tone and style to match your brand.

Make every PM a researcher

AI + participants + every method. Start running research today.

Schedule demo Sign up