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Live pipeline · no signup

Run your thesis through Scout AI

We'll scrape today's startup news, score every company against your thesis, and write AI deal memos for the strongest matches. This is the real thing — our agents working for you.

Or start from an example

Takes ~30–60 seconds. Memos are written after the scan — your results link stays live so you can come back or share it.

1. Scan
Live TechCrunch + VentureBeat feeds
2. Match
Vector similarity vs. your thesis
3. Memos
GPT-4o deal memos with SWOT + verdict