Churn Prediction

Overview

Churn prediction shifts retention from reactive ("they cancelled — now what?") to proactive ("this account shows 3 risk signals — intervene now"). Early intervention reduces churn by 20-40% compared to waiting for cancellation. This skill covers modeling leading indicators, building risk scores, and designing intervention playbooks.

Authoritative Foundations

• Gainsight Churn Prediction Model — Named methodology governing recommendations in this skill's process.
• Retention Science Framework — Named methodology governing recommendations in this skill's process.
• Reforge — Lifecycle Marketing — Startup operating cadence — default alive, talk to users, launch fast.