Test Your Idea

Key Features

• •Viability Score: An objective score out of 100 generated by 10 AI agents scanning 50+ live sources. The score is cross-checked and converged across multiple runs, ensuring reliability. It tells founders instantly whether their idea is launch-ready or needs pivoting, with only 18.3% of ideas scoring 70 or above.
• •Competitor Mapping: Profiles up to 15 competitors per report, including pricing, funding, estimated users, market share, and exploitable weaknesses. Each competitor entry includes live intel, market pulse, and linked sources, helping founders identify gaps in the market and strategies to outperform rivals.
• •Market Sizing: Estimates TAM, SAM, and SOM with growth rates. For example, a report might show a $3.2B total market with 15% yearly growth. This helps founders understand the market opportunity and compare it to competitor landscapes, all sourced from live data like Crunchbase and SEC filings.
• •Smart Pivot Recommendations: When an idea scores low, Preuve AI suggests three specific pivots based on the idea's weaknesses, with an average lift of +8 points. Pivots are tailored, such as targeting a niche audience or changing the business model, turning a negative result into a constructive action plan.
• •Community Signals: Pulls pain points and demand signals from Reddit, Twitter/X, and other platforms. This validates that real people are experiencing the problem the founder aims to solve, providing qualitative evidence alongside quantitative metrics. All signals are linked to their sources.
• •Source-Linked Data: Every key claim in the report is linked to its source, whether it's a Crunchbase entry, a Reddit thread, or a G2 review. This transparency ensures that founders can verify the accuracy of the analysis and trust the conclusions, unlike black-box AI validators.
• •Action Plan: A detailed plan for the first 48 hours and validation milestones. It includes tasks like signing up for competitor free tiers, creating comparison one-pagers, and setting up waitlists. The plan also tracks progress on key questions like pricing power and retention, providing a clear roadmap for next steps.

Use Cases

• •Validating a new SaaS idea: A founder describes their concept for a project management tool. Preuve AI scans live data, identifies 10 competitors like Maze and Notion, reveals that the market is growing 15% yearly, and gives a viability score of 84. The report highlights that the founder's idea has legs but spots a reputation risk from bad AI advice, allowing them to adjust their approach before coding.
• •Iterating on an idea after initial feedback: An indie hacker gets a low score of 45 on their fintech idea. Preuve AI provides three pivots, including targeting a specific underserved niche and changing the revenue model from subscription to usage-based. The founder iterates, re-runs the analysis, and sees their score jump to 72, building confidence to proceed.
• •Preparing for investor meetings: A serial entrepreneur uses the Founder Report to generate an executive summary, investment memo, and audio pitch. The report includes market sizing, competitor weaknesses, and a defensible business plan. The entrepreneur presents these to investors, who respond positively, leading to a successful pre-seed round of $1M.
• •Monitoring market shifts after launch: After launching a marketplace app, the founder subscribes to Radar Pro for $19/month. Radar re-scans monthly, flagging new competitors and shifts in demand. When a copycat appears, Preuve AI alerts the founder, allowing them to adjust their marketing strategy and maintain their edge.
• •Avoiding a dead-end idea: A solo builder describes an idea for a general AI assistant. Preuve AI scans 50+ sources and finds that the market is saturated with well-funded competitors like OpenAI and Google. The score is 32, and the report recommends pivoting to a niche vertical. The founder saves 6 months by not building in a crowded space.

Who is this for?

Preuve AI is built for first-time founders, serial entrepreneurs, indie hackers, vibe coders, solo builders, and startup consultants who need a data-driven reality check on their business ideas before investing time and money. It also serves teams and agencies validating multiple concepts, as well as investors seeking quick market insights. The tool is ideal for anyone who wants to avoid the 42% startup failure due to no market need and make confident go/no-go decisions based on live evidence.