Planet RoadmapA customer health score is a composite metric that predicts whether a customer is likely to renew, expand, or churn. While customer success teams typically own health scores, product teams benefit enormously from understanding them. They reveal which parts of the product drive long-term retention and which create friction that puts accounts at risk.
What Goes Into a Health Score
A health score combines multiple signals into a single indicator. The specific inputs vary by product, but most health scores include a mix of product usage data, support interactions, and relationship signals.
- Product usage: login frequency, feature breadth, core action completion.
- Support: ticket volume, ticket severity, response satisfaction.
- Engagement: attendance at webinars, response to emails, community participation.
- Business signals: contract value trend, expansion conversations, executive sponsor changes.
Building a Simple Health Score
Start simple. Pick three to five inputs that you believe predict retention, weight them based on their importance, and score each account on a scale of 0 to 100. Do not try to build a perfect model on the first attempt. Launch a basic version, compare its predictions to actual renewal outcomes, and iterate.
Product usage data is usually the strongest predictor. Accounts that use your product frequently and broadly almost always renew. Accounts where usage is declining are at risk regardless of what the relationship signals say.
How Product Teams Should Use Health Scores
When you see a cluster of accounts with declining health scores, investigate why. Is there a common feature gap? A usability issue? A workflow that breaks at scale? Health scores give you an early warning system that points you toward the highest-impact product improvements.
Segment health scores by feature usage. If accounts that adopt a specific feature have significantly higher health scores, that tells you the feature is delivering real value and you should invest in driving broader adoption of it.
Connecting Health Data to Your Roadmap
Make health score data visible during roadmap planning. When debating priorities, knowing that a proposed feature addresses the top friction point for your lowest-health accounts changes the conversation. It transforms a qualitative argument into a data-driven one.
In Planet Roadmap, you can link feature requests to customer segments and see which requests come from at-risk accounts. This helps you balance building for growth with building for retention—both of which matter for a sustainable product.