When to Refresh Your Churn Risk Map
Signals that your risk map no longer matches how subscribers actually leave.
Major refactors, new billing rails, and seasonal campaigns can age a risk map in weeks. Watch for rising “uncategorized” volume, overlapping cohorts, and stakeholders inventing unofficial labels in chat.
A light refresh cadence—after each major release for fast apps, monthly for steadier products—keeps language shared across product, growth, and support.
Refresh is not a full rebuild. Confirm which cohorts still drive decisions, archive the rest, and only invent new ones when a new churn shape needs a name.