FAILURE MODES
Three signs the analytics boundary is blurred
01
Rising CAC with no explanation
Marketing blames spend, product blames onboarding
High
02
Churn attributed to wrong cause
Retention analysis starts too late for the real trigger
Medium
03
Onboarding improvements that don't move conversion
Fixes target the wrong step in the activation path
Low