Retention Hypothesis Generator

Help me diagnose and improve user retention for my product. **Product:** Product description and type **Current retention rate:** Current retention rate (e.g., '25% Day-30') **Retention period:** 30-day **Known data points:** Relevant metrics and data points you have **Recent changes:** None Generate: 1. **10 hypotheses** for why users are churning, ranked by likelihood. For each: - The hypothesis statement - What data would confirm or refute it - How to measure it 2. **Experiment design** for the top 3 hypotheses: - What to test - Success metric - Sample size needed - Expected timeline 3. **Quick wins** — 3 changes you can implement this week that typically improve retention 4. **Cohort analysis suggestions** — How to segment users to find where retention breaks down 5. **Benchmark comparison** — What good retention looks like for this type of product