Test Your Idea

Key Features

• •10 AI agents scanning 50+ live sources: Ten specialized agents run in parallel, including a market analyst, competitor scout, community researcher, and cross-validator. They pull real-time data from Crunchbase, Google Trends, Reddit, and more to produce a verifiable viability score.
• •Competitor mapping with up to 15 competitors: Each report maps direct and indirect competitors with details on pricing, funding, user counts, and weaknesses. This helps founders identify gaps and exploit opportunities in their target market.
• •Viability score and founder-market fit analysis: The tool generates a score (0-100) based on live market data, with only 18.3% of ideas scoring 70 or above. It also assesses founder-market fit to ensure alignment between the founder's expertise and the market need.
• •Market sizing (TAM/SAM/SOM): Provides estimated total addressable, serviceable, and obtainable market sizes using data from live sources like Statista and SEC filings. This helps founders gauge the revenue potential of their idea.
• •Pivot recommendations: Based on your idea, the tool suggests three strategic pivots to improve your viability score. Users have seen an average lift of 8 points after applying these data-driven suggestions.
• •Source-linked data and claims: Every claim in the report links directly to its original source. This transparency allows founders to verify findings and build trust with investors or team members.
• •Business plan and investor-ready documents: The Founder Report includes a defendable business plan, and the Investor-Ready Package adds professional documents and an audio pitch. These materials are designed to help founders present a compelling case to investors.

Use Cases

• •Validating a SaaS idea before writing code: A founder describes their SaaS concept and receives a viability score, competitor map, and pivot recommendations. They discover the market is crowded but find a niche via the pivot suggestions, saving months of building the wrong product.
• •Discovering a copycat in the market: An app founder runs their idea through the tool and learns that a similar app launched weeks ago. Armed with this intel, they adjust their positioning and feature set to differentiate effectively.
• •Strengthening fundraising materials: A founder preparing for a seed round uses the Investor-Ready Package. The report includes source-linked market data and a professional business plan, which impresses investors and helps secure funding.
• •Iterating on idea positioning: A founder tests multiple versions of their idea by tweaking the description and re-running the scan. After 2-3 iterations, their viability score climbs from 50 to 75, giving them confidence to proceed.
• •Pre-screening multiple business ideas quickly: A serial entrepreneur with several ideas uses free scans to get quick viability scores. They prioritize the idea with the highest score and growt potential, avoiding time wasted on weaker concepts.

Who is this for?

First-time and serial founders who need a data-driven reality check before committing resources. Vibe coders and solo builders who can ship products quickly but want to ensure they build something with real demand. Startup teams validating multiple ideas or preparing for investor meetings. Entrepreneurs across SaaS, services, marketplace, consumer apps, and physical products who want to avoid the common pitfall of building without market need.