Building a Customer Health Scoring System
Health scoring works best when it's automated and updated at least weekly. Most CS platforms (Gainsight, ChurnZero, Totango) have native scoring. For smaller teams, a weekly spreadsheet or CRM report can achieve 80% of the value at 10% of the cost.
The hardest part is calibrating weights. Run a retrospective on churned customers from the last 12 months: which signals were lowest 90 days before churn? These signals should have the highest weights in your model.
90 days
Typical time to intervene before churn
3โ5 signals
Optimal number of health indicators
35%
Product usage typical weighting
60 days
Lead time to prevent churn with intervention