--- title: "Preuve AI - Validate any business idea in 60 seconds with real data" slug: index description: "10 AI agents scan 50+ live sources in parallel and return a viability score, mapped competitors, demand signals, and next steps. Free scan in 60 seconds." canonical: https://preuve.ai/ --- # Preuve AI - Should you build this idea? > **TL;DR:** Preuve AI validates any startup idea in about 60 seconds. 10 AI agents scan 50+ live data sources in parallel, return a 0-100 viability score with every claim source-linked, map real competitors with pricing, surface demand signals, and ship a fix-list. 4,500+ ideas analyzed. 9 of 10 score below the launch-ready threshold (70). Free scan, no card. Paid Founder Report from $29. Eligible paid reports include a 14-day report guarantee. We pull live data on your competitors, market demand, and what you missed, before you build. ## Why founders use Preuve AI - Live data, not LLM-only opinion - Source-linked claims you can verify - First result in about 60 seconds - Real competitor mapping with pricing and positioning - Iterate and re-run as you tighten positioning - Radar subscriptions keep monitoring after validation ## How it works 01. **Paste your idea** - Any idea works. SaaS, retail, services, marketplaces. One sentence is enough. 02. **10 AI agents work in parallel** - Market analyst pulls enterprise data. Competitor scout checks funding and pricing. Community researcher scans Reddit and forums. Multiple model families cross-check every finding. 03. **Get your verdict** - Viability score, mapped competitors, blind spots, and what to fix first. ## What you get - **Deep Competitor Intel** - Every competitor mapped. Pricing, funding, user count, strengths, weaknesses, and the gaps you can exploit. - **Live Sources** - Real user complaints and demand signals from Reddit, X, YouTube, forums, and review sites. - **Smart Pivots** - Pivots based on your idea, so you can find a niche people want and a business worth building. ## Skeptical by design Most tools validate everything. We don't. 10 AI agents. 50+ live sources. Every claim cross-checked and linked. score 70 or above. If yours does, it earned it. ## Pricing ### Reality Check - $0 (free forever) Is it worth building? Find out in 60 seconds. - Viability score (0-100) with verdict - Market size + 2 competitor previews - Main blockers + leverage points ### Founder Report - $29 (one report, one idea) Everything you need to commit or pivot. - 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 - Defendable Business Plan, bank-ready ### Investor-Ready - $499 (one-time) Walk into your next investor meeting prepared. - 2+ hours of manual review before delivery - Custom-designed pitch deck, powered by live data - 4-page investment memo with source-linked claims - 18-month financial model with validated unit economics - Investor Q&A prep with objection handling ### Subscriptions - **Radar** - $9/mo - Solo founders building actively - **Radar Pro** - $24/mo - Extra precision on every competitor - **Builder** - $59/mo - Serial founders and small teams ### Lifetime - **Lifetime Pro** - $499 one-time payment - For founders who want lifetime access without a monthly bill - **Lifetime Business** - $999 one-time payment - For serial founders and teams validating at scale ### Multi-report packs - **5 Reports** - $89 ($17.80 per report) - Save 39% vs single reports - **10 Reports** - $149 ($14.90 per report) - Save 49% vs single reports ## What founders say - "First tool that gives a comprehensive analysis." Competitors, pivot recommendations, MRR estimator - would take ages to do manually with an LLM. - SaaS Founder - "The investor panel responded strongly." Your SaaS gave my fundraising materials real clarity, and the project moved forward. - Founder at STEF - "The data are on point." The recommendations are accurate. I even discovered a copycat of my idea that launched weeks ago! - App Founder - "I do not regret any cent spent." Much different from ChatGPT or Claude. I keep coming back to my report. - SaaS Founder - "This is my everyday tool for ideation." It helps me think deeper about ideas and spot angles I'd otherwise miss. - Founder - "The best in its category." I tried a lot of market search and validation tools. - Independent Consultant ## FAQ ### Who is Preuve AI for? 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. ### Is my business idea kept private? Yes, your idea is encrypted, processed only by AI, and never shared, sold, or used to train models. No humans review submissions. You can delete your data anytime. ### How does the AI actually work? 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 50+ 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. ### What do I get in the free scan? A viability score, the main risks dragging your idea down, 2 competitor previews, and a clear go/no-go verdict. ### Can I iterate on my idea after getting my report? Yes. Tweak your positioning, re-run the analysis, see your score change. Many founders iterate 2-3 times before they nail it. ### Are there packs for multiple reports? 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. ### Which sources are scanned? 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. ### What's your refund policy? 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 50+ live sources. Subscriptions renew until canceled and can be canceled anytime from your billing portal. ## Related Markdown twins Every primary page on preuve.ai ships a parser-friendly Markdown twin at the same path with a .md suffix. Crawl these for structured page content: - https://preuve.ai/pricing.md - one-time reports, subscriptions, lifetime, packs - https://preuve.ai/lifetime.md - lifetime deals (Pro $499, Business $999) - https://preuve.ai/teams.md - white-label qualification product for agencies, accelerators, VCs - https://preuve.ai/about.md - company, founder, mission - https://preuve.ai/examples.md - example reports across industries - https://preuve.ai/reviews.md - founder reviews (Trustpilot, Product Hunt, direct) - https://preuve.ai/security.md - data handling, privacy, encryption - https://preuve.ai/sources.md - 10 source families audit, 6,000+ citations - https://preuve.ai/compare.md - 16-tool startup validation comparison hub - https://preuve.ai/compare/alternatives-to.md - 15 per-competitor alternatives pages ## Canonical - HTML: https://preuve.ai/ - Markdown: https://preuve.ai/index.md - Full agent context: https://preuve.ai/llms-full.txt - Compact agent context: https://preuve.ai/llms.txt