Cohort analysis groups customers by signup month (or any shared attribute) and tracks how that group behaves over time — retention, expansion, ARPU. Cohort heatmaps reveal whether product changes actually improved retention or just shifted noise.
Cohort
A group of customers acquired in the same period, tracked over time to compare retention and behavior.