Guide · 6 min read

AI ICP modeling from closed-won data

Most sales orgs' ICP was defined in an offsite two years ago. AI derives it from actual closed-won and reveals the founders' assumptions were half wrong.

What the model looks at

Every closed-won in the last 12 months;;Deal size, cycle length, expansion rate;;Firmographic + tech-stack + hiring signals

The typical reveal

  • Your best segment isn't the one you pitch investors. It's usually 20% smaller in ACV but 3x higher in expansion and half the cycle.

How often to refresh

Monthly. Quarterly is stale in a fast-moving market.

See CoLive run this workflow live

Six named AI agents. One revenue engine. Talk to the founders — literally.