ICP Account Modeling

ICP account modeling scores every company in your pipeline, CRM, or target list on how closely it matches your ideal customer profile. The output is a numerical fit score per account that drives prioritization, routing, ABM tiering, and resource allocation. Instead of "this looks like a good account" (subjective), the model produces "this account scores 82/100 on ICP fit" (objective, comparable, actionable).

The principle: the model should predict which accounts are most likely to buy, retain, and expand. Build it from closed-won data, validate against churn data, and update quarterly. A model built from intuition rather than data will drift from reality within 6 months.

The Account Scoring Model

Scoring dimensions