Unicorn Screener

AI first-pass due diligence tool for angel investors and VCs

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Unicorn Screener gives angel investors and VCs an AI-generated first-pass due-diligence memo scoring a startup's potential, with a public leaderboard and bulk analysis for reviewing many deals. It is aimed at investors who want to triage deal flow faster before committing time to a full manual review.

Website

Full match profile

Behind the summary, Matchbox keeps a richer profile of Unicorn Screener - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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