Ask virtual people,
Get real answers.
Deep, unbiased consumer insights in minutes, not months. Instant feedback from dozens and hundreds of synthetic personas, validated for consistency and accuracy.
The old way
Traditional consumer research was built for a different pace. By the time results arrive, the decision window has closed.
Weeks to field
Recruiting participants, scheduling sessions, and waiting for responses. Your competitors ship while you wait.
$10K+ per study
Panel fees, moderator costs, facility rental, and incentives. Budget constraints mean fewer studies and bigger bets.
Tiny sample sizes
8–12 interviews or a single focus group can’t represent your entire market. Decisions rest on thin data.
No room to iterate
If the questions are wrong, you start over from scratch. Each iteration costs the same time and money as the first.
How it works
Research blueprint
Define your research
Outline your product, market, and core business questions. Whether you're validating a feature or refining messaging, the blueprint guides your objectives.
Persona generation
Meet your audience
vcrowd generates synthetic personas for your target audience. Specify demographics, motivations, pain points to create precise representations of your ideal customer.
Question design
Design your questions
Our AI proposes relevant questions and hypothesis tests. Add your own specific questions, messaging A/B tests, or ranking scales.
Automated dialogue
Large-scale persona interviews
The AI engine conducts individual interviews with your synthetic personas, using advanced techniques for consistency validation.
Comprehensive report
Get actionable insights
Receive a presentation-ready report with key insights, persona-specific analyses, and clear recommendations, validated with a transparent Data Confidence Score.
Built for teams that ship
Product teams
Screen ten ideas to find the three worth building.
Marketing teams
Know which headline wins before you spend.
Founders
Get market signal at the speed your runway demands.
Research teams
Focus expensive human research on what matters most.
Backed by research
Our methodology builds on 30+ peer-reviewed validation studies published since 2023, with an 85%+ match rate against real human survey data. Research from Harvard, Stanford, Columbia, PyMC Labs, and Anthropic.
Read our methodologyHow we compare
vcrowd doesn’t replace your research toolkit — it accelerates it. Get directional signal in minutes, then validate what matters with real users.
✦ Recommendedvcrowd | Online Surveys | Focus Groups | 1:1 Interviews | |
|---|---|---|---|---|
| Time to insights | Under 5 min | 2–5 days | 2–4 weeks | 3–6 weeks |
| Cost per study | $59–179/mo | $3K–15K | $8K–25K+ | $10K–30K+ |
| Iteration speed | Instant re-runs | Days per change | Weeks per round | Weeks per round |
| Directional accuracy | 70–85% | 90–95% | Qualitative | Qualitative |
Frequently asked questions
How accurate is vcrowd compared to real consumer research?
For purchase intent and concept ranking, independent research shows vcrowd achieves 85%+ agreement with real survey outcomes. Accuracy is strongest for well-known brands in mainstream categories.
We’re transparent about where synthetic research works well and where it has limits. Every report includes a Data Confidence Score, and our methodology page breaks down the evidence in detail.
Can vcrowd replace traditional consumer research?
No, and it’s not designed to. vcrowd is built for the early, iterative stages of research — screening 10 concepts down to 3, comparing design variants, or stress-testing messaging before committing budget to a full panel study.
For high-stakes decisions like pricing strategy or go-to-market sizing, validate with real human panels. Think of vcrowd as the rapid-screening layer that makes your expensive human research more focused and efficient.
What are the known limitations?
Synthetic research works best for directional signal and comparative ranking. It’s less reliable for precise price sensitivity, niche or regional brands, and capturing extreme or minority opinions.
Every vcrowd report includes a Data Confidence Score so you can assess signal strength. For a full breakdown, see our methodology page.
How is vcrowd different from tools like Maze or Lyssna?
Remote testing tools (Maze, Lyssna) use real human participants — slower and more expensive, but ground-truth. They’re ideal for validating what vcrowd helps you screen first.
vcrowd gives you faster, cheaper directional signal so you can focus your human research budget on what matters most. We’re the rapid-iteration layer, not the final-validation layer.
Do you offer a Figma integration?
Yes. Our Figma plugin (coming soon) lets you run A/B design comparisons directly from your design file without leaving your workflow.
Is my research data private?
Yes. We don’t sell your data or use your research to train AI models. Your product descriptions, questions, and results belong to you. See our Privacy Policy for details.
Pricing
Trial
See what the crowd thinks
billed annually
For anyone curious about synthetic research
- 20 respondents per question
- 20 questions
- Executive reports
Pulse
Your personal advisory board
billed annually
For those who want a trusted second opinion on everyday questions
- 20 respondents per question
- 50 questions per month
- Up to 10 seats
- Team-wide audience sharing
- Executive reports
Focus Group
Research-grade confidence at AI speed
billed annually
For founders and teams testing ideas before committing
- 64 respondents per question
- 200 questions per month
- Up to 10 seats
- Team-wide audience sharing
- Executive reports
Enterprise
Your audience intelligence infrastructure
billed annually
For organizations embedding synthetic research into every business decision
- Custom audience sizes
- Custom question volume
- API access
- Unlimited seats
- Customizable executive reports
- Single sign-on (SSO)
- Priority support
Ready to make faster, smarter decisions?
Start your free trial. No credit card required.