"I do not regret any cent spent. Much different from ChatGPT or Claude. I keep coming back to my report."
Michal
Founder
Preuve AI for Teams is a white-label lead qualification tool for startup-facing teams. Agencies use it to pre-qualify startup leads before the discovery call. Accelerators and incubators use it for first-pass application screening. VCs and angel networks use it to score inbound deal flow before partner review. Venture studios use it to compare internal ideas against live market data. Each inbound project gets a sourced market report, competitor analysis, TAM/SAM/SOM market sizing, and a readiness score in 5 minutes. Every claim links to its source. Pricing starts with 5 free projects, then Starter at $149 per month for 15 projects, Pro at $299 per month for 30 projects, and Scale at $599 per month for 60 projects.
White-label project qualification with a market report and maturity score in 5 minutes.
Only sourced data. No source, no claim.Sourced data only. If we can't verify it, we don't show it.

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Supported by
Google for Startups·Cloudflare·Exa
Why qualification needs evidence
How many hours?
Research each prospect. Sit through the call. Find out they're not ready.
Do the math below.
5 minutes
per prospect. Source-verified, scored, and ready before discovery.
$149/month. One bad call costs more.
Your team spends 11.3 hours/month researching prospects. This does it in 5 minutes.
Then 9.0 hours/month on calls that go nowhere.
That's 20.3 hours and $3,045/month lost.
Cost: $149/month. ROI: 20:1
That's $36,540/year back in your pocket.
How it works
Your logo, your colors. Each project gets a free market report. You get every submission qualified with source-linked evidence before your team spends a minute on it.
Free Market Report
Get a free viability report with real market data.
What your team does in 45 minutes, this does in 5: competitors, demand, market size, funding context. Every key claim is source-linked.
See a real preview of a prospect reportHigh score, book the call. Low score, let the data say "not ready yet." The built-in pivot coach helps 78% come back with a stronger project.
See a real preview of the dashboard| Founder | Business Idea | Viability Score |
|---|---|---|
LR Lena Rostova | AI logistics assistant Automating freight quotes | 78 |
MD Marcus Davis | B2B payroll API Legacy bank integrations | 64 |
ET Evan Torres | Niche creator CRM Pivot suggested | 34 |
Low scorers don't get rejected. They get a report with specific pivot suggestions. Your "no" becomes their roadmap.
Every report includes pivot recommendations based on competitive gaps and market data.
Why the report works
A useful market report turns cold submissions into warmer, better-prepared conversations.
Projects analyzed
4,500+
Paying founders
80
Trustpilot
"I do not regret any cent spent. Much different from ChatGPT or Claude. I keep coming back to my report."
Michal
Founder
"The data are on point and the recommendations are accurate. I even discovered a copycat of my idea that launched weeks ago!"
Galilée
Founder
"I tried a lot of market search and validation tools. This is the best in its category."
Younes B.A.
Independent Consultant
"First tool that gives a comprehensive analysis of an idea - competitors, coaching, pivot recommendations, MRR estimator. Something that takes hours manually with an LLM."
Michel J.
Founder
"My everyday tool for ideation. Clearly beats the others. It helps you think deeper and see angles you would otherwise miss."
Pramima
Founder
"Helped me structure my fundraising materials. The investor panel responded strongly."
Kapriel T.
Founder at STEF
"Confirmed key hypotheses and gave me actionable input for my post-MVP roadmap."
Jacob
Founder at BasinCheck
"Game changer. Fast, reliable feedback. Skip friends-and-family bias and get real market insights in minutes."
Elijah
Systems Architect
Simple pricing
For small teams
One filtered call pays for the whole month.
Try free · 5 projects, no cardFor growing teams
Save 2 bad calls/month = 2x ROI. Plus your brand, zero badge.
Try Pro freeFor large teams
Most teams recoup this in week 1.
Book a callProof before payment: 5 projects free. If qualification doesn't save one bad-fit call, don't subscribe.
From live external sources, not model memory. For each report, Preuve AI pulls competitor, demand, and market signals from sources like Crunchbase, G2, Capterra, Google Trends, SEC EDGAR, public pricing pages, and community discussions like Reddit. Key claims are cross-checked during the analysis window and only included when they can be tied back to an auditable source. If we cannot verify a claim, it stays out of the report.
It runs before the first touch. Instead of qualifying leads with a form and a guess, each inbound project is scored against live market data before anyone picks up the phone. Your team opens the dashboard and already has the competitors, TAM, and demand signals they need to decide whether the project is worth an hour.
Yes. Most teams use the generated report as a pre-call briefing document. Competitors, market size, demand signals, and open questions are all in one place, so the discovery call moves from fact-finding to decision-making. Some teams print it, some share it in the deal room, some paste it into their CRM.
Forms collect what people say. This adds evidence: real competitors, market sizing, trend data, and pricing benchmarks. The maturity score comes from sourced market data, not self-reporting.
We built the system to minimize hallucinations. Every key data point must be tied to a source. If we cannot source it, we do not include it in the report.
Nothing is auto-rejected. Every submission still appears in your dashboard. The score is a triage signal, not a gate, and the report gives your team context before the first call.
They do not see a filter. They get a useful market report. If a project is early, the evidence explains why and points to what needs work.
This runs before your process. The research your team does in 45 minutes, this does in 5. By the time you get on the call, competitors, market size, and trend data are already on your dashboard. Your discovery call becomes a strategy call.
How much does your team spend researching each prospect? At 45 minutes each, you're spending 10+ hours a month before anyone picks up the phone. What's that worth? It costs $149. Trial is free, 5 projects, no card. You only pay when the math works.
Every submission passes through an AI quality filter before it reaches your dashboard. Keyboard spam, test entries, sales pitches, and prompt injections are caught automatically. Serious submissions still get through, even when they are brief or rough.
This is not a ChatGPT prompt. It is an agentic RAG pipeline: autonomous AI agents search the live web in parallel, retrieve real data like competitors, funding, and market size, filter out junk sources, then feed verified facts to a reasoning model that scores each project. Standard code handles the deterministic logic. The AI handles the synthesis. That is why every claim links to a source.
One code snippet. 5 minutes. We handle the rest.
One bad-fit call costs more than a month of this. See for yourself.
Start free · 5 projects, no cardEmbed in 5 minutes. Cancel anytime.
Prefer a live demo? Book 15 min