Test your idea. 10 AI agents scan 40+ live sources and come back with competitors, blind spots, and a viability score.
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 3,500 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 7-day report guarantee.
Supported by
Google for Startups·AWS Startups·Intercom·Exa
How it works
Half-baked or fully formed. Just paste and scan.
Any idea works. SaaS, retail, services, marketplaces. One sentence is enough.
Market analyst pulls enterprise data. Competitor scout checks funding and pricing. Community researcher scans Reddit and forums. All findings cross-validated against live sources.
Viability score, mapped competitors, blind spots, and what to fix first.
What you get
Free finds the problems. $29 shows the fixes.
Every competitor mapped. Pricing, funding, user count, strengths, weaknesses, and the gap you can exploit.
Leader in continuous product discovery, moving heavily into AI analysis.
Exploitable Gap
Speed - they are tethered to human response times.
Investors & Growth
Hiring heavily in AI engineering
Key Metrics
Real user complaints and demand clues from Reddit, forums, and review sites.
Users consistently complain about the setup time required for existing tools.
Get 3 data-driven pivots to instantly improve your idea.
Skeptical by design
No live data. The LLM generates agreeable analysis.
10 AI agents. 40+ live sources. Every claim cross-checked and linked.
Score distribution based on 3,500+ startup ideas analyzed by Preuve AI in 2026.
A low score isn't a rejection. It's a fix list.
The gap between a 48 and a 72 is usually 2-3 fixable problems. 4 out of 5 improve after one pivot - included in every report.
“First tool that gives a comprehensive analysis. Competitors, pivot recommendations, MRR estimator - would take ages to do manually with an LLM.”
“The investor panel responded strongly. Your SaaS gave my fundraising materials real clarity, and the project moved forward.”
“The data are on point. The recommendations are accurate. I even discovered a copycat of my idea that launched weeks ago!”
“I do not regret any cent spent. Much different from ChatGPT or Claude. I keep coming back to my report.”
“This is my everyday tool for ideation. It helps me think deeper about ideas and spot angles I'd otherwise miss.”
“The best in its category. I tried a lot of market search and validation tools.”
Pricing
Worth building?
Is it worth building? Find out in 60 seconds.
Viability score (0-100) with verdict
Market size + 2 competitor previews
Main blockers + leverage points
15-competitor map
Limited to 2 scans
Upgrade to unlock fixes
Validate with confidence
Everything you need to commit or pivot.
Up to 15 competitors with pricing and weaknesses
Go-to-market plan
Positioning, channels, and launch priorities
3 pivot directions
Sharper positioning and clearer next-step options
Demand signals from Reddit, Quora, and niche forums
7-day report guarantee
Raise with conviction
Walk into your next investor meeting prepared.
20-slide pitch deck tailored to your idea
4-page investment memo
18-month financial model with 3 scenarios
Pitch prep guide with investor Q&A
2+ hours of manual review
Built for your next investor conversation.
After you validate
Markets move while you build. Radar re-scans your competitive landscape and community signals every month, alerts you to new threats, and tracks your viability score over time. Starting at $9/mo.
Monthly re-scans
Competitor & community data
Threat alerts
New entries, funding, pricing
Score tracking
Watch your viability trend
FAQ
This isn't a ChatGPT prompt. Ten specialized AI researchers work 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 (competitors, funding, trends), filter out junk, and feed verified facts to a scoring model. 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.
Community discussions, product directories, search trends, public pricing pages, and other live market signals relevant to your idea.
Eligible report purchases are covered by our 7-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.
