End-to-end customer research
Find insights at every stage of product development
From discovery interviews to validating concepts, task-based usability, and launch tracking— our AI participants and instant analysis help your team move from questions to decisions faster.
Usability Testing
Test how users interact with your product or prototype. Perfect for validating designs and identifying friction points.
Concept Validation
Compare ideas, messaging, and concepts before investing in development. Reduce risk by testing early.
Product Discovery
Explore user needs, pain points, and opportunities. Understand your market before building solutions.
Design Review
Get expert feedback on visual designs, information architecture, and user experience patterns from AI participants.
See how it works
From study setup to AI participant generation to actionable insights—experience the complete workflow.

1. Quick Study Setup
Choose your study type and configure it in minutes. Our guided wizard makes it easy to set up usability tests, concept validation, or discovery interviews.
2. Generate AI Participants
Get realistic participants instantly. Our AI creates diverse user personas with authentic backgrounds, motivations, and behavioral patterns relevant to your study.


3. Get Instant Insights
View results as they come in. Our analysis engine identifies patterns, highlights key insights, and provides actionable recommendations to guide your product decisions.
Who we help
Built for product teams of all sizes
Whether you are driving a roadmap, validating a concept, or refining positioning, our AI participants and instant analysis help you move from questions to confident decisions.
Product Managers
Validate ideas early, de-risk builds, and align stakeholders with clear, evidence-backed insights.
Learn moreSolo Builders
Ship faster by testing concepts without recruiting. Prioritize what matters using instant feedback.
Learn moreUser Researchers
Scale interviews and synthesis while keeping rigor—structured tasks, transcripts, and findings in one place.
Learn moreStrategists
Explore markets and messaging, validate positioning, and build narratives grounded in real user signals.
Learn more
We replaced weeks of recruiting and synthesis with a 2‑day AI study—and shipped with evidence.
Participants matched our target customers, interviews ran on autopilot, and findings were clear and defensible.

We replaced weeks of recruiting and synthesis with a 2‑day AI study—and shipped with evidence.
Participants matched our target customers, interviews ran on autopilot, and findings were clear and defensible.

We replaced weeks of recruiting and synthesis with a 2‑day AI study—and shipped with evidence.
Participants matched our target customers, interviews ran on autopilot, and findings were clear and defensible.

Frequently Asked Questions
Can't able to find answers you're looking for?
Reach out to our customer support team.
While they're simulations, our AI participants feel remarkably lifelike because each one has rich, three-dimensional personas—complete with personal backgrounds, career experiences, hobbies, and authentic motivations. We've rigorously tested their realism through extensive research and user validation, ensuring they respond naturally by drawing from these detailed life contexts rather than following generic scripts.
Your study data remains completely private and is never used to train AI models or shared with third parties. We use industry-standard encryption and security practices to protect your research insights.