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Beta: AI surveys with transparent methodology

AI Survey Respondents

Run AI surveys with 500–1000 simulated respondents. Get directional market insight in hours with ±5–7pp benchmark accuracy. Transparent methodology.

Directionally accurate
±5–7pp in benchmark tests

Pay-as-you-go · Clear methodology · Cancel anytime

2–5 hrs
Typical Completion
Not weeks of fielding
500–1000
Respondents
AI-generated responses
±5–7pp
Benchmark Accuracy
In tests to date
Open
Methodology
See assumptions & checks

Directionally Accurate

When your survey asks which option is preferred or where sentiment clusters — Inqvey consistently identifies the right direction in our benchmark testing.

Reliable for early signal

±5–7pp Precision

In our benchmark tests against Ipsos and other panels, percentages typically deviate by 5–7 percentage points from real-world results.

Based on testing to date

Why teams use Inqvey

Pressure-test ideas early with AI surveys — before investing in a full human study.

Get a Signal Fast

Run an AI survey in hours — without recruiting a human panel. Ideal for early-stage exploration and hypothesis testing.

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.

1

Create your survey

Build your questions using our survey builder, or start from a template. Supports multiple choice, Likert scales, and open-ended questions.

2

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.

3

Get directional results

Review AI-generated responses in 2–5 hours. Export to CSV for further analysis. Use insights to inform — not replace — your research process.

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're 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 ±5–7 percentage point deviation from real-world results, and consistent directional accuracy (identifying which option is preferred). Results are best used to inform early hypotheses, not for final validation.

How long does it take?

Most surveys complete in 2–5 hours depending on complexity. This compares to weeks for traditional panel research. We don't promise 'minutes' — thorough AI processing takes time.

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.

Pay-as-you-go · Clear methodology · Cancel anytime

Important: Inqvey generates AI-powered (simulated) survey responses — not real human data. Our benchmark tests show ±5–7pp accuracy and consistent directional results, but this is early-stage research tooling. For high-stakes decisions, regulatory requirements, or final validation, we recommend research with real human participants.