Fit Report

Startup Scout

Up-and-coming AI companies, before everyone knows them: companies with 500 or fewer open roles, ranked by momentum, meaning new roles this week relative to their size, new teams forming, and recent funding news. Updated Oct 16, 2026.

How the ranking works: 50% new roles in the last 7 days relative to open roles, 20% new-team signals in the last 14 days, 15% a funding headline in the last 90 days, 15% smaller size (from TechCrunch and Crunchbase News headlines that name the company; headline and link only). "What they do" lines come from each company's own website. Giants, public companies, subsidiaries and generalists where we only track AI roles are left out. Methodology.