Preuve AI - 2026 Pricing, Features, Reviews & Alternatives

Preuve AI is a startup idea validation platform that uses 10 specialized AI agents to analyze market viability, competitive landscapes, and demand signals for early-stage business concepts. The software serves entrepreneurs, founders, and startup teams seeking data-driven validation before allocating significant time and resources to product development. By scanning 50+ live data sources, Preuve AI produces comprehensive reports that assess market opportunity, identify competitive threats, and surface strategic blind spots that could undermine long-term success.

The platform begins when an idea is submitted in plain text, with no formal business plan or pitch deck required. AI agents then scan 50+ live data sources, including competitor databases, market research, community forums, news outlets, and product directories, to gather real-time intelligence. Rather than relying on a single model, Preuve runs multiple scoring passes with convergence checks and grounds every insight in sourced data, so each claim links back to verifiable evidence. The system generates a viability score from zero to one hundred, accompanied by a go or no-go verdict.

The Founder Report provides a 15-section deep dive: detailed profiles of up to fifteen competitors with pricing, funding, user counts, strengths, weaknesses, and exploitable gaps; TAM/SAM/SOM market sizing with citations; community signals from sources such as Reddit, Hacker News, and Product Hunt; risk assessment; go-to-market and positioning guidance; and three data-driven pivots for the real gaps in the idea. It also includes Founder Fit, an audit of whether the founder's time, runway, and skills match the plan, the only validator that scores the founder, not just the idea. Multi-report packages support users testing several concepts or iterating one idea with fresh inputs.

An Investor Package tier adds a pitch deck, an investment memo, a financial model with scenario projections, a due-diligence checklist, and a pitch preparation guide covering anticipated investor questions. Each deliverable is founder-built and reviewed, crafted from live research on the founder's own idea. The platform also enables iterative refinement, letting founders adjust their positioning and re-run the analysis to see how the viability score changes.

An optional subscription, Radar Pro, provides ongoing competitive monitoring after the initial validation. It performs monthly re-scans of the competitive landscape and community signals, tracks new entrants, funding announcements, and pricing changes, and maintains a history of viability scores so founders can watch their market position evolve while they build. All reports are delivered as permanent assets, with source citations linking each claim to verifiable data points. Paid reports include a fourteen-day money-back guarantee, and subscriptions can be canceled at any time with no cancellation fees.