Survey thousands of AI replicas in minutes. Validate your product, pricing, or positioning. We find the voices already talking about your brand and show you how they'd react to your next move.
Start instantly with our public replicas, or build a custom audience by demographics, location, interests, or profession.
Run a survey, test a message, pitch a concept, propose a policy. Pick any research mode and go.
Thousands of replicas respond simultaneously. See results broken down by segment, sentiment, and demographic.
Take your findings directly into product, campaign, or policy decisions. No guesswork, no waiting.
Vani knows your replica groups, tracks your usage, reads findings from past sessions, creates replicas on your behalf, helps complete your profile, and guides you through every mode so you go from question to insight without friction.
Your personal Replicas assistant
Responses are AI-generated and may not always be factual. Always verify important details.
Market research without respondents. A synthetic population you can ask anything, anytime, as many times as you want.
Find real voices talking about your brand, turn them into replicas, and simulate how they would react to your next move. Every replica you discover is yours to reuse across all research modes.
Surface the strongest objections before anyone real says them. Assemble critics, skeptics, and price-sensitive users to stress-test your idea.
Concept testing, pricing validation, message testing, and more. Thousands of synthetic replicas in minutes, not weeks.
Should we build this feature? Will users actually want it?
Will customers pay this price? What's the right tier structure?
Which messaging resonates? What copy converts across segments?
Who is our real ICP? Which segment hates this idea the most?
How will users react to this change? Will this terms update cause churn?
Which market should we enter first? Will this land in a new geography?
What benefits attract top talent? How will the team react to this policy?
What topics does our audience care about? Which angle will resonate?
What could go wrong? Stress-test assumptions and uncover hidden risks.
A research engine built on real sentiment, real behavior, and multi-model cross-validation.
Every replica runs through multiple foundation models with different training data. You get genuine disagreement, not synthetic consensus.
Span age, income, geography, education, and personality in seconds. Each replica carries a unique background and decision-making style.
See where your audience splits before you ship. Find the deal-breakers, the skeptics, and the edge cases no focus group would catch.
Every Replica lives in your account permanently. Export, delete, or reuse across unlimited studies. Build once. Research forever.
Your replicas work across all 6 research modes. The same audience, infinite angles. Switch from survey to adversarial testing in one click.
We never train on your research. Never sell it. Full export, zero lock-in. Your replicas and insights belong to you.
Same rigor. Different century.
3 to 6 weeks
Recruiting, scheduling, fielding, analysis.
BeforeUnder 5 minutes
Ask a question. Get thousands of answers.
Now$5,000 to $50,000+
Per study, before analysis.
BeforeFrom $0
Free tier included. Scale when ready.
NowOne methodology
Social desirability bias, small samples.
Before10+ AI models, cross-validated
No echo chambers. No single-model blind spots.
NowStart over
Changing a question means restarting.
BeforeRerun instantly
Tweak, rerun, compare. No waiting.
NowPeer-reviewed studies and industry experiments confirm that synthetic replicas produce results statistically comparable to real human respondents.
Synthetic replicas matched EY’s annual brand survey of US CEOs at $1B+ companies.
Validated across 57 real consumer surveys with 9,300 human responses.
2,000+ digital twins tested across 500+ questions. Published in Marketing Science.
1,052 real individuals replicated, approaching human test-retest reliability.
Concept test scores nearly identical between real and synthetic respondents.
Cited in research from
Everything you need to know about Replicas and synthetic replica research.