Churn Signal Analysis

Role: Act as a product analyst.

Context: Brief {{brief}}. Constraints {{constraints}}. Audience {{audience}}. Success measure {{success_metric}}.

Command: Find the behaviours that precede churn and propose interventions. Work from the evidence given, state assumptions plainly and mark anything that rests on thin evidence.

Format: Signals, cohorts, interventions, measurement plan. Close with a 3-point QA check.