4,000+ 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.
40+ live sources to check demand, competitors, blind spots, and viability.
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 4,000 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.
Supported by
Google for Startups·Cloudflare·Exa
What you get
Every competitor mapped. Pricing, funding, user count, strengths, weaknesses, and the gaps you can exploit.
Real user complaints and demand signals from Reddit, X, YouTube, forums, and review sites.
Pivot directions based on your idea, so you can find a niche people want and a business worth building.
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 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.
“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
Build with confidence
Everything you need to commit or pivot.
A clear breakdown of what to fix before you build
Your ideal first customer - and how to reach them
Proof that people already complain about this problem
3 pivot ideas to improve your score
Up to 15 real competitors with pricing and weaknesses
Every key claim linked to its source
+ Unlimited Starter Scans included
14-day report guarantee
Raise with conviction
Walk into your next investor meeting prepared.
2+ hours of manual review before delivery
Every data point cross-checked against live sources
Custom-designed pitch deck, powered by live data
Personally built around your idea, market, and competitors
4-page investment memo with source-linked claims
Industry trends, customer analysis, and traction signals investors can verify on the spot
18-month financial model with validated unit economics
CAC, LTV, and payback cross-checked against real funding benchmarks
Investor Q&A prep with objection handling
Know what to answer before they even ask
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.
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.