Preuve AI

Preuve AI is a market validation tool designed for entrepreneurs and startup founders who want to test their business ideas using real-world data rather than intuition or biased feedback. The platform performs a comprehensive scan of over 50 live data sources — including Crunchbase, Google Trends, Reddit, Product Hunt, G2, and other public databases — to evaluate the viability of a startup concept within approximately 60 seconds. Users simply describe their idea in one or two sentences, and the system returns a viability score, a competitive landscape map showing up to 15 direct and indirect competitors with their funding status and pricing models, and a list of potential blind spots that could lead to market failure. According to CB Insights, 42% of startups fail because there is no actual market need; Preuve AI directly addresses this risk by surfacing evidence of demand or lack thereof from real user conversations, search trends, product reviews, and investor activity. The tool also identifies gaps in the user’s thinking — for example, overlooked customer segments, alternative solutions already gaining traction, or regulatory hurdles — by cross-referencing multiple signals across different platforms. Since its launch, over 5,000 startup ideas across 13 industries have been analyzed, providing a statistically grounded view of what works and what does not. For a deeper investigation, a Founder Report costs $29 as a one-time payment, with a 14-day guarantee that the report will be delivered on time. This report includes detailed competitor profiles, market size estimates based on search volume and social media mentions, trend directionality from Google Trends and Reddit sentiment, and a tailored recommendation on whether to proceed, pivot, or drop the idea. The free 60-