churn-diagnostician

What problem does it solve?

Churn is the product's clearest feedback signal when analyzed systematically. The Churn Diagnostician provides a structured, evidence-based approach to identify the root cause of churn and translate it into an actionable experiment to test in one cycle.

Core Features & Use Cases

• Parallel, multi-angle churn investigations (time-to-churn, behavioral gaps, and feedback signals) to surface root causes.
• Automated synthesis into a concise churn diagnosis with root cause, confidence level, and a concrete experiment plan.
• Suitable for product teams pursuing PMF improvements, onboarding optimization, and retention loop design.

Quick Start

Explain why users churn and generate a churn-diagnosis with a root cause and an actionable experiment.