Account Health Scoring is a data-driven system used to classify customers as "At Risk," "Stable," or "Potential Promoters." By combining product usage density, support ticket sentiment, and commercial engagement into a single weighted score (0-100), CS teams can objectively prioritize their time on the accounts that need it most, rather than just the "loudest" ones.
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How to build an initial Health Score formula?
Start simple: (Daily Logic Activity * 40%) + (Days Since Last CSM Contact * 20%) + (Open Ticket Severity * 20%) + (License Utilization * 20%). Weight the factors that *actually* predicted past churn for your specific product.
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How do you "Use" the score daily?
The "Red/Yellow/Green" Dashboard. CSMs start their day by reviewing "Red accounts" (Score < 30). Marketing uses "Green accounts" (Score > 80) for testimonial outreach. Sales uses health to time expansion pitches.
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How often should you "Calibrate" Health Scores?
Quarterly! If accounts with "80 Score" are still churning, your formula is wrong. You might be weighting "Logins" too high when "Deep Feature Use" is the actual retention signal. Constant calibration is required to keep the score "Truthful."
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Can a "Green Health" account still churn?
Yes! "Strategic Churn" (Acquisition or Budget Cut) happens regardless of a perfect product score. Health scores are "Predictive," not "Prophetic." They find the "Fixable Churn," not the "Existential Churn."
Knowledge Challenge
Mastered Account Health Scoring? Now try to guess the related 5-letter word!
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