Wednesday, December 10, 2025

Show HN: Introducing My AI Tool for Analyzing AngelList Deal Flow

Unlocking Smarter Angel Investing with AI: Introducing AngelCheck

Hello LinkedIn community! I’m Kyle, a software engineer turned angel investor, and I want to share an innovative tool that transforms how we evaluate investment opportunities. After exploring ~25 deals on AngelList, I sought a systematic approach to assess them more effectively. Enter AngelCheck.

What AngelCheck Offers:

  • Scoring System: Analyze deals with scores across 8 crucial criteria—founder, market, traction, and more.
  • Data-Driven Insights: Each score is backed by robust evidence; vague terms like “strong retention” are replaced with hard data.
  • Comparison Tool: Easily compare multiple deals and pose follow-up queries for deeper insights.

Why It Matters:

This tool minimizes intuition-based decisions and empowers informed choices. AI tech like Claude Sonnet enhances analysis with nuanced judgment, while local anonymization keeps data secure.

Get Started: Enjoy a free tier offering 20 triages and 3 deep analyses/month. Your feedback on scoring calibration would be invaluable!

👉 Explore AngelCheck at angelcheck.ai and let’s revolutionize angel investing together! Please share your thoughts below!

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