cohort-retention-analysis
Cohort Retention Analysis
Understand retention by isolating who joined when and tracking what they did after.
How to use
/cohort-retention-analysisApply cohort analysis constraints to this conversation./cohort-retention-analysis <context>Analyze retention for the described product and data.
Constraints
Why Cohorts Matter
- Aggregate retention numbers lie. A growing product masks terrible retention with new users.
- MUST isolate groups by when they joined and track behavior over time
- NEVER report retention as a single aggregate number without cohort breakdown
Cohort Types
- Time-based: weekly signup cohorts (fast products), monthly (most SaaS), quarterly (long sales cycles)
- Behavioral: users who completed onboarding vs. didn't, used Feature X vs. didn't
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