Analytics & data

Cohort analysis

Tracking the behavior over time of groups of users (cohorts) sharing a common trait — typically their acquisition month.

Cohort analysis groups users by a shared trait (e.g. first-purchase month) and tracks their behavior over time — retention, spend, churn.

Why it matters

It measures quality, not just volume. It reveals whether new customers stick around or whether growth is merely masking churn.

Real-world example

A cohort view shows customers from January's discount campaign churn twice as fast as organic ones. The discount drove volume, not loyalty.

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