Product & User Engagement

Customer Health Score CHS

CPO Director CS VP Sales CMO

Customer Health Score is a composite metric that combines multiple behavioral, engagement, and relationship signals to produce a single score indicating how likely a customer account is to renew, expand, or churn. It synthesizes product usage data, support sentiment, NPS, executive engagement, and contract signals into an early warning system for customer success teams. High health scores correlate with expansion revenue; low scores predict churn risk.

Health score models should be trained on historical churn data and validated by tracking whether low-scoring accounts actually churn at higher rates than predicted.

Formula

Weighted composite of product engagement, support sentiment, NPS, and relationship signals

Where It Lives

GainsightIndustry-standard customer health scoring platform
TotangoCustomer success health score and SuccessPlay automation
MixpanelProduct usage data feeding health score models
SalesforceAccount health score integration with CRM data

What Drives It

Product usage frequency and depth (most heavily weighted)
Support ticket volume and recent negative sentiment
NPS score and qualitative feedback
Executive engagement and relationship quality
Contract renewal timeline proximity

Causal Analysis: Validating health score predictive accuracy requires tracking whether accounts at each score tier churn at the expected rates, enabling causal refinement of the scoring model.

Benchmark

Health score models should demonstrate 70%+ accuracy in identifying accounts that churn vs. those that renew within 90 days of score calculation.

Common Mistake

Over-weighting product login frequency in the health score without accounting for depth of feature use, which can give healthy scores to accounts that are logging in but not getting value.

How different roles think about this metric

Each function reads CHS through a different lens and takes different actions when it changes.

CPO

The CPO uses customer health score data to identify product gaps and usage patterns that predict churn, informing product roadmap prioritization.

Director CS

The Director of CS uses health scores to prioritize team attention, triggering automated playbooks for at-risk accounts and freeing CSMs to focus on the highest-risk relationships.

VP Sales

VP Sales uses health scores to identify expansion-ready accounts and to flag accounts that are too at-risk for upsell conversations.

CMO

The CMO uses health scores to segment customers for marketing programs, targeting high-health accounts for expansion campaigns and low-health accounts for save programs.

Common Questions About Customer Health Score

Click any question to expand the answer.

What signals should be included in a customer health score?

The most predictive signals typically are: product login frequency and feature breadth of use (most important), support ticket volume and escalation rate, NPS score and qualitative themes, executive sponsor engagement and QBR attendance, usage trend direction (improving vs. declining over 30 days), and contract renewal date proximity. Weight each signal based on its historical correlation with renewal vs. churn outcomes in your customer base.

How do I validate a health score model?

Build the model on a training dataset of historical customer outcomes. Then test it on a holdout set: does the model correctly predict churn and renewal at meaningful accuracy? Track monthly whether accounts scoring red actually churn at higher rates than accounts scoring green. If the model is not predictive, review which signals are most correlated with actual outcomes and reweight accordingly. Models should be recalibrated at least annually.

What should trigger a CS intervention from the health score?

Tier your response by severity: accounts crossing from green to yellow should trigger an automated check-in email or CSM outreach within the week. Accounts crossing from yellow to red should trigger an immediate phone call from the CSM and escalation to the account's executive sponsor if appropriate. Accounts that have been red for more than 30 days approaching renewal should be escalated to VP-level intervention and an active save plan should be created.

How does product-led growth affect health score design?

In PLG companies, product usage signals are even more central to health scoring because the product is the primary delivery mechanism of value. Track not just logins but key feature completion rates, collaborative usage (multiple users from the account), usage trend momentum (is adoption growing within the account?), and proximity to natural upsell trigger points. In PLG, health score data also feeds the sales team's expansion pipeline.

Related Metrics

Metrics that are commonly analyzed alongside CHS.

NPS | Net Promoter Score Churn Rate | Churn Rate Retention Rate | Retention Rate NRR | Net Revenue Retention

Role guides that include this metric

See how each role uses CHS in context with the full set of metrics they own.

CPO Guide → Director CS Guide → VP Sales Guide → CMO Guide →

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