Unicorn Screener

Unicorn Screener is an AI startup analysis tool that scores a company's potential to reach a $1 billion valuation, designed for venture capital investors and angel investors who need rapid, evidence-grounded deal-flow screening without the cost of enterprise databases. Users enter a startup's name or URL and four specialized AI agents research the company in parallel — covering founders, traction, market, and product — then aggregate findings from corporate websites, news articles, and industry databases. The output is a 100-point unicorn-potential score broken down across five weighted dimensions: Founder Background, Strategic Position, Execution Velocity, Traction Momentum, and Market and Scalability. Results are packaged as a 20-page PDF report and an AI audio podcast summary, both delivered to the user's inbox. The analysis completes in under four minutes and includes an Accuracy Score that signals how complete the underlying data is — useful when evaluating private companies with limited public footprints. Unicorn Screener also assesses decacorn potential for companies already valued above $1 billion, and offers a programmatic API for AI agents and research platforms that want to embed startup scoring in automated workflows. The first report is free with no signup required, and subsequent analyses are priced at $9 per report — a fraction of the per-query cost of platforms like PitchBook or Crunchbase. The tool works with startups valued between $20 million and $1 billion, as well as pre-revenue or pre-traction companies where founder and market signals are the primary scoring inputs.

AI-powered startup unicorn-potential scoring for venture capital investors screening early-stage deal flow.