Synthetic Survey Research
Generate 500–1000 synthetic survey responses for early-stage research. Directionally accurate with transparent methodology and clear limitations.
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Directionally Accurate
When your survey asks which option is preferred or where sentiment clusters, Inqvey consistently identifies the right direction in our benchmark testing.
±2–6pp Accuracy
In our benchmark tests against Ipsos and other panels, percentages typically deviate by 2–5 percentage points from real-world results.
Why teams use Inqvey
Pressure-test ideas early with AI surveys before investing in a full human study.
Get a Signal Fast
Get research-grade market data in minutes, without recruiting a human panel. Ideal for validating ideas, testing pricing, and informing product decisions.
Transparent Methodology
See the assumptions and checks behind every result. We show you how responses are generated so you can evaluate the output.
Simulated Respondents
500–1000 AI-generated respondents based on demographic profiles. Useful for directional insight, not a replacement for real panel research.
Analysis-Ready Output
Download CSV data for Excel, SPSS, R, or Python. Each row represents one simulated respondent with their answers.
Clear Guardrails
We're upfront about what AI surveys can and can't do. Best for early exploration, not high-stakes final decisions.
Define Your Audience
Set demographics, geography, and market type. The AI generates responses matching your target profile.
How it works
From survey creation to directional insights in three steps.
Create your survey
Build your questions using our survey builder, or start from a template. Supports multiple choice, Likert scales, and open-ended questions.
Define your target audience
Select your market type (B2B/B2C), geography, and demographic criteria. The AI will generate 500–1000 simulated respondents matching your profile.
Get directional results
Get research-grade results in minutes. Use insights to validate ideas, test pricing, and inform product decisions.
Best for early-stage research
Teams use Inqvey to get quick directional signal before committing to larger studies.
Product Teams
Pressure-test concepts and feature ideas early, before investing development resources in the wrong direction.
Marketing Teams
Get quick signal on messaging, positioning, and campaign concepts before running a full study.
UX Researchers
Run quick surveys between usability studies to explore hypotheses and identify areas for deeper research.
Strategy Teams
Gather early directional data for strategic planning before investing in comprehensive market research.
Frequently asked questions
Are these real human respondents?
No. Inqvey generates AI-powered (simulated) respondents. These are not real people. They are AI-generated responses based on demographic profiles and domain knowledge. This is useful for early-stage exploration and directional insight, but should not replace research with real human participants for high-stakes decisions.
How accurate are the results?
In our benchmark tests against Ipsos and other panels, we see ±2–5 percentage point deviation from real-world results, and consistent directional accuracy (identifying which option is preferred). This is within the margin of traditional human panel studies.
How long does it take?
Each research run takes approximately 15-20 minutes. This compares to weeks for traditional panel research. Start with a free trial: 3 research runs included, no credit card required.
When should I use Inqvey vs. traditional panels?
Use Inqvey for early-stage exploration, quick hypothesis testing, and getting initial signal on ideas. Use traditional human panels when you need validated, representative data for high-stakes decisions, regulatory requirements, or final go/no-go calls.
What sample sizes are available?
We offer surveys with 500 or 1000 AI-generated respondents. This provides enough variation for meaningful analysis while keeping results tractable.
Can I see how responses are generated?
Yes. We provide transparent methodology documentation showing how AI respondents are created, what assumptions are made, and what checks are in place. You can evaluate the approach and decide if it's appropriate for your use case.
Stop guessing. Get a signal fast.
Pressure-test ideas early with AI surveys so you can make better decisions before investing in a full human study.
Free trial · Clear methodology · Cancel anytime
Important: Inqvey generates AI-powered (simulated) survey responses. not real human data. Our benchmark tests show ±2–6pp accuracy validated against human panels, but this is early-stage research tooling. For high-stakes decisions, regulatory requirements, or final validation, we recommend research with real human participants.