Results in under 5 minutes

Validate ideas in
minutes, not months

AI focus groups with realistically constrained personas. Get structured research on naming, concepts, pricing, and messaging — without the $15K price tag.

Run your first focus group — free See how it works

< 5 min

Avg. session time

Expert personas per session

To get started

How it works

Three steps. Five minutes.

No recruiting. No scheduling. No moderator. Just answers.

Write your brief

Describe what you're testing — a name, a concept, a price point. Add any audience constraints.

60 seconds

AI builds your panel

We generate diverse, realistic personas matched to your target audience. Each one reacts like a real person would.

30 seconds

Get a structured report

Consensus, split opinions, dissent — all organized with confidence levels and actionable recommendations.

3 minutes

Use cases

Test anything people have opinions about

From early-stage naming to late-stage message testing.

Naming

Test brand & product names with target audiences

Concept testing

Validate ideas before building anything

Pricing research

Find the price point that maximizes conversion

Design feedback

Get reactions to layouts, copy, and visuals

Message testing

Find which positioning resonates most

Audience discovery

Explore how different segments react

Example: App name test — "Proof" vs "Validate"

5 personas · 3 min

Consensus · 4/5 agreed

"Proof" feels more confident and premium. It implies certainty, which maps well to a testing/validation product.

80% agreement

Split · 3/5 vs 2/5

Mixed reactions on whether "Proof" could be confused with proof-of-concept or mathematical proof in a technical context.

60/40 split

Dissent · 1/5 disagreed

One persona (non-technical marketer) strongly preferred "Validate" — felt it was more action-oriented and immediately clear.

20% dissent

Why it works

Research that moves at the speed of your ideas

Built for teams that need answers before they build.

Realistic personas, not chatbots

Each persona has a demographic profile — age, income, industry, tech comfort level. They react like real people with real biases, not generic AI answers.

Genuine disagreement

Our panels don't just agree with everything. You'll see consensus, split opinions, and dissent — the same dynamics you'd get in a real focus group room.

Actionable output

Every session produces structured recommendations you can act on immediately — not a 50-page deck that sits in a drawer.

Complement, don't replace

Use Proof Research to narrow options fast, then invest in traditional research for your top candidates. Better decisions at every stage.

Transparency: Proof Research uses AI-generated personas to simulate focus group dynamics. Results are designed for directional validation — narrowing options, stress-testing assumptions, and identifying blind spots before you invest in traditional studies.

Traditional vs Proof Research

Cost $5,000–$15,000 From $0

Time to results 4–8 weeks Under 5 min

Panel coverage 6–10 people 3–8 expert personas × rapid reruns

Iterations 1 (maybe 2) Unlimited

Bias control Moderator skill Calibrated AI personas

Pricing

Start free. Scale when ready.

No credit card required for Free plan.

Sandbox

Explore Research with no risk

1 session per month
1 AI participant
Summary insights
Watermarked transcripts

Request access

Beta

Starter

$49/mo

For early validation work

8 sessions per month
5 AI panelists per session
Full transcripts + insights
Export to PDF
Email support

Get started

Pro

$149/mo

For product teams making decisions

Expanded session capacity
Deeper qualitative synthesis
Custom persona constraints
Priority support