Should you build this idea?

We pull live data on your competitors, market demand, and what you missed - before you build.

Preuve AI is a startup validation tool that scans 40+ live data sources - including Crunchbase, Google Trends, Reddit, Product Hunt, and G2 - to generate a viability score, map up to 15 competitors with funding and pricing data, and surface blind spots before you build. Over 4,500+ startup ideas have been analyzed across 13 industries since 2025. According to CB Insights, 42% of startups fail because there is no market need - the blind spot Preuve AI catches. Free scans take 60 seconds. Full Founder Reports cost $29 one-time with a 14-day report guarantee.

FounderKTMichalGaliléeJay
Trusted by 86+ entrepreneurs who upgraded
5-star reviews
4,827+ ideas analyzedFree60 seconds

Preuve AI in numbers

4,500+ startup ideas analyzed. 10 AI agents scan 40+ live data sources per report. 9 out of 10 submitted ideas score below the launch-ready threshold. Every report includes source-linked claims and AI-generated pivot recommendations. Free scan: about 60 seconds. Founder Report: $29 one-time. Investor-Ready Package: $499. Radar starts at $9 per month. Lifetime plans start at $499.

Supported by

Google for Startups
AWSCloudflare

What you get

What’s blocking your idea, and how to fix it.

15

Deep Competitor Intel

Every competitor mapped. Pricing, funding, user count, strengths, weaknesses, and the gaps you can exploit.

MazeFigmaNotion+12 more
40+

Live Sources

Real user complaints and demand signals from Reddit, X, YouTube, forums, and review sites.

RedditYouTubeX
3

Smart Pivots

Pivots based on your idea, so you can find a niche people want and a business worth building.

+8 pts avg. liftMost users improve

Skeptical by design

Most tools validate everything. We don't.

Typical AI validators

Everyone gets a green light

No live data. The LLM generates agreeable analysis.

0-30
2%
31-50
5%
51-60
10%
61-70
18%
71-80
40%
81-90
22%
91+
3%
Median: ~78-Feels good. Means nothing.
Preuve AI · 4,000+ ideas

Earn your score

10 AI agents. 40+ live sources. Every claim cross-checked and linked.

0-29
1.2%
30-39
3.6%
40-49
25.1%
50-59
30.3%
60-69
21.5%
70-79
15.5%
80+
2.8%
18.3% score 70 or above. If yours does, it earned it.

Score distribution based on a rebuilt 2026 benchmark set drawn from 4,000+ startup ideas analyzed by Preuve AI.

A low score isn't a rejection. It's a fix list.

5-star reviews

Entrepreneurs trust us.

First tool that gives a comprehensive analysis. Competitors, pivot recommendations, MRR estimator - would take ages to do manually with an LLM.
M
Michel J.·SaaS Founder
Direct Founder Message
The investor panel responded strongly. Your SaaS gave my fundraising materials real clarity, and the project moved forward.
Kapriel T.
Kapriel T.·Founder at STEF
The data are on point. The recommendations are accurate. I even discovered a copycat of my idea that launched weeks ago!
Galilee
Galilee·App Founder
I do not regret any cent spent. Much different from ChatGPT or Claude. I keep coming back to my report.
Michal
Michal·SaaS Founder
This is my everyday tool for ideation. It helps me think deeper about ideas and spot angles I'd otherwise miss.
P
Pramima·Founder
Product Hunt
The best in its category. I tried a lot of market search and validation tools.
Y
Younes B.A.·Independent Consultant

Pricing

Know in 5 minutes what takes founders 6 months to learn.

Founder Report

$29one report, one idea

Everything you need to commit or pivot.

See my full verdict

14-day report guarantee

Saved me months in the wrong direction.
Julio · SaaS Founder

What you get

  • Verdict cross-checked by multiple runs

  • A clear breakdown of what to fix before you build

  • Your ideal first customer - and how to reach them

  • Proof people already complain about this

  • 3 pivots to improve your score

  • Up to 15 competitors, pricing, and weak spots

  • Every key claim linked to its source

+ Unlimited Starter Scans included

Secure checkout
One-time reports you keep forever.Other plans & free option

After you validate

Your report stays alive.

Markets shift while you build. Radar watches and tracks. From $9/mo.

Re-scans monthly
Threats flagged
Score+12
See Radar plans

FAQ

The questions founders ask before they trust the score.

First-time founders, vibe coders, and solo builders who can ship anything now and need a reality check on what they should ship. If you have watched an AI hand you a 90/100 on an idea no one wants and wanted something harder, Preuve AI is built for you.

Ten specialized agents run in parallel: market analyst, competitor scout, community researcher, financial analyst, real-time news scanner, and a cross-validator that fact-checks every claim. They search 40+ live sources, pull real data on competitors, funding, and trends, and filter out junk. The scoring model runs multiple times. When runs disagree, we auto-rerun until the verdict converges. Every claim links to a source.

A viability score, the main risks dragging your idea down, 2 competitor previews, and a clear go/no-go verdict.

Yes. Tweak your positioning, re-run the analysis, see your score change. Many founders iterate 2-3 times before they nail it.

Yes: 5 reports for $89 ($17.80 each) or 10 reports for $149 ($14.90 each). Perfect if you're testing multiple ideas or want to iterate with fresh data.

Crunchbase, Google Trends, G2, Capterra, Product Hunt, Reddit, Quora, public pricing pages, market intelligence databases, app stores, and 30+ other live market signals. Every claim links back to its source.

Eligible report purchases are covered by our 14-day report guarantee. Depending on the case, we may offer account credit, a rerun, troubleshooting, or a cash refund. If a cash refund is issued, paid access is revoked. Preuve AI is independently bootstrapped and run by a solo founder, and each report incurs real AI and research costs across 40+ live sources. Subscriptions renew until canceled and can be canceled anytime from your billing portal.