A calmer way to run your monthly retention review
Move beyond one headline curve with a focused review that connects cohorts, behaviors, and decisions.
Lead with movement, not a single number
A monthly retention review should explain how behavior is changing. Begin with comparable cohorts and a stable return definition, then note where the curve changed and for whom.
Segment only when there is a plausible product reason. Platform, acquisition source, and first-use behavior often reveal useful differences; dozens of arbitrary slices rarely do.
Connect cohorts to experience
Pair the curve with the actions that separate stronger cohorts from weaker ones. Review product releases, messaging changes, and support themes in the same window.
End with one learning agenda
Document what the team believes, what remains uncertain, and the next analysis or experiment that could change a decision. This turns review into an ongoing learning practice.