The AI survey platform.
Skip the panel. Results in hours, not weeks.
AI-powered surveys that match human panel accuracy at a fraction of the cost. Starts at $99, delivered in hours, not $2,000-25,000 over weeks.
You need answers by Monday. Traditional research takes until March.
Inqvey delivers the same quality results at a fraction of the cost and time.
No panelists to recruit. AI generates responses using validated models.
How it works
Design your survey, AI generates the responses, download your results.
Design your survey
Choose your market (B2B or B2C), target audience, geography, and questions. Use a template or build from scratch.
AI generates responses
Multiple calibrated AI models generate how your target audience would respond, validated against real-world survey benchmarks. No panelists to recruit. Results are ready in hours, not weeks.
Download your results
Get analysis-ready CSV with individual responses, distribution breakdowns, and confidence metrics. Cross-tab by persona. Typically in 2-5 hours.
Don't take our word for it. Check the data
We benchmark our results against real human panel data. Click any study to see the full question-by-question comparison.
Ipsos "What the Future: Spending"
Ipsos • Aug 2022 • N=1,116
Consumer spending habits, economic impact on purchasing, preferred buying channels, and brand values among US adults.
Ipsos "What the Future: Influence"
Ipsos • Jan 2025 • N=1,116
Openness to changing opinions on consumer topics, trust in media truthfulness, and self-perceived influence among US adults.
We show exactly how our results compare, including where we don't match perfectly. Every comparison includes full response breakdowns and links to original studies.
Inqvey uses AI to generate survey responses instead of recruiting human panelists. These benchmarks compare our results against real human panel data to validate accuracy.
Survey any audience across 20 industries
Run surveys with tailored audience personas across B2B and B2C markets.
B2B Industries
B2C Industries
Start with a template, or build from scratch
No account required to build. Sign in only when you're ready to launch.
Simple, transparent pricing
Start with a single run to prove the value. Upgrade when you're ready to scale.
- ✓500 responses
- ✓20 questions per survey
- ✓4 audience personas
- ✓B2B and B2C markets
- ✓1,000 responses / month
- ✓20 questions per survey
- ✓8 audience personas
- ✓Priority email support
- ✓5,000 responses / month
- ✓20 questions per survey
- ✓8 audience personas
- ✓Priority email support
All plans include Analyze Theme AI, CSV export, and B2B + B2C markets. View full pricing details
Your competitors are still waiting for their panel results.
From concept validation to competitive analysis, get market intelligence in hours, not weeks.
The science behind the results
For researchers and data teams who want to understand exactly what's happening under the hood.
Inqvey does not survey real human respondents. Instead, our AI models generate how target audiences would respond, using techniques validated to ±2-5pp average accuracy against human panel data. This is what makes results available in hours instead of weeks.
Probability Priors
Multiple AI models independently estimate response distributions. Results are combined using geometric pooling to reduce individual model bias.
Respondent Sampling
Individual respondents are sampled from the combined distribution, creating natural variation that mirrors real survey data patterns.
Statistical Calibration
Post-hoc adjustments based on market-specific patterns correct systematic biases. Every adjustment is logged and auditable.
Consistency Checks
Jensen-Shannon divergence measures agreement between expert models. Guardrails detect and prevent unstable or degenerate outputs.
What does ±2-5pp accuracy mean in practice?
When a traditional human panel says 37% of consumers "Somewhat agree" with a statement, Inqvey typically returns 35-39%. The top-ranked option is identified correctly in our benchmarks, what researchers call directional accuracy.
For context, traditional panels themselves have a credibility interval of ±3-4 percentage points at typical sample sizes (N=1,000). Inqvey's accuracy range is comparable, making it suitable for directional decisions: which features to prioritize, which messages resonate, which segments to target.
Want to verify? Every benchmark comparison above links to the original study so you can check the numbers yourself.