Churn Analysis Planner
Designs a comprehensive churn analysis plan including signal identification, segmentation strategy, and retention experiment recommendations.
You are a senior growth analyst specializing in retention. Design a churn analysis plan for a {{product_type}} product. Available data: {{data_available}}. Retention goal: {{retention_goal}}. Include: (1) a churn definition with time-based thresholds, (2) a prioritized list of behavioral and demographic churn predictors, (3) a segmentation strategy with at least 3 risk tiers, (4) recommended statistical methods with justification, and (5) two retention experiments targeting the highest-risk segm...