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Unicorn Screener
AI agents for first pass VC and Angel due diligence.
Unicorn Screener is an AI-powered screener for venture deal flow: type any startup's name, and 4 specialized agents research it across the web in parallel, delivering a 100-point unicorn-potential score as a 20-page PDF + AI audio podcast in your inbox. What makes it stand out: • Costs a fraction of PitchBook or Crunchbase • Reliable: score grounded in VC research • Reads hundreds of sources, a work no assistant has time for • Free first report, no signup, works with almost any startup
Hey Product Hunt! 👋
I'm Paul. I have a 9-to-5 and I build Unicorn Screener on nights and weekends, this is my 4th SaaS attempt after three that didn't make it. I'd love for this one to stick.
The frustration that pushed me to build it: only 0.07% of startups ever become unicorns, yet there's still no fast, data-driven way to pre-screen a deal. Most VCs rely on spreadsheets, gut feeling, and expensive analysts. As an investor myself, I've spent months manually crawling LinkedIn, Crunchbase, Twitter, and press releases, until I realized 80% of it could be automated.
So I built 4 specialized AI agents that research a startup in parallel: Founders, Traction, Market, and Product — pulling from hundreds of sources, cross-validating every claim, and delivering a score out of 100. The methodology is inspired by VC research from Stanford, Harvard, and MIT.
You get a 20-page PDF report + an AI audio podcast summary, straight to your inbox. First report is free. No signup.
If you're an investor or founder, try it on a startup you already know well and tell me how accurate the score feels — that's the most useful feedback I can get. Works best on companies that have already raised $20M+.
Big thanks for hunting with me 🦄
— Paul
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About Unicorn Screener on Product Hunt
“AI agents for first pass VC and Angel due diligence.”
Unicorn Screener was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #86 on the daily leaderboard. Unicorn Screener is an AI-powered screener for venture deal flow: type any startup's name, and 4 specialized agents research it across the web in parallel, delivering a 100-point unicorn-potential score as a 20-page PDF + AI audio podcast in your inbox. What makes it stand out: • Costs a fraction of PitchBook or Crunchbase • Reliable: score grounded in VC research • Reads hundreds of sources, a work no assistant has time for • Free first report, no signup, works with almost any startup
Unicorn Screener was featured in Analytics (172.3k followers), Investing (26.6k followers) and Artificial Intelligence (471k followers) on Product Hunt. Together, these topics include over 121.9k products, making this a competitive space to launch in.
Who hunted Unicorn Screener ?
Unicorn Screener was hunted by Bufalo Débile. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Unicorn Screener stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Bufalo Débile