retention churn recovery planner

The problem

Customer churn often feels like a black box, making it difficult to distinguish between poor onboarding, product gaps, or wrong-fit customers. Teams struggle to prioritize retention fixes that actually move the needle on net revenue retention.

What it does

• Analyzes churn across the full lifecycle from onboarding and activation to long-term loyalty.
• Categorizes root causes such as time-to-value delays, feature adoption friction, and ICP mismatch.
• Generates a prioritized P0/P1/P2 action plan mapped to specific customer segments and success metrics.
• Designs measurable experiments including A/B tests and holdout groups for win-back campaigns.
• Identifies data gaps in the retention funnel where tracking or instrumentation is missing.

Why this beats prompting it yourself

General prompts often suggest generic "better support" or "email sequences." This skill forces a rigorous lifecycle diagnosis, requiring evidence for every root cause and ensuring every recommended intervention is tied to a measurable success threshold.

Use cases

• Identify why a specific cohort is dropping off during the first 14 days of a trial.
• Build a win-back sequence for high-value accounts that have gone dark.
• Map feature adoption trends to long-term customer health scores.
• Prepare a retention strategy for a quarterly business review or board meeting.