Launching today

Unicorn Screener

Launching today

AI agents for first pass VC and Angel due diligence.

3 followers

AI agents for first pass VC and Angel due diligence.

3 followers

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Investing

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AI Workflow Automation

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AI Data Scientist

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 sourcesmm, a work no assistant has time for • Free first report, no signup, works with almost any startup

Free

Launch tags:Analytics•Investing•Artificial Intelligence

Launch Team / Built With

AppSignal — Full-stack monitoring for errors, metrics, and logs

Full-stack monitoring for errors, metrics, and logs

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Maker

📌

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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29d ago

Forum Threads

p/unicorn-screener

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1d ago

Im launching my first SaaS on product hunt

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 scoring methodology is kept secret and inspired by top VC's and research papers. 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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