Tracking customer health: 7 signals that predict churn

A good customer health score predicts churn 60–90 days before it happens. Most don't, because they over-weight product usage and ignore the human signals.

The 7 signals (ranked by predictive power)

1. Champion departure

Far and away the strongest signal. When the buyer leaves the company, churn risk doubles. Track exec-sponsor changes via LinkedIn or email-bounce signals.

2. Drop in interactions

Not just product usage — total interaction volume (emails, calls, support tickets, portal logins). A 50% drop in interactions over 30 days predicts churn 80%+ of the time.

3. Onboarding milestone misses

If the customer didn't hit Day-7 / Day-14 / Day-30 milestones, year-one churn risk is 3–5× higher than the cohort baseline.

4. Reduced exec engagement

Exec sponsor stops attending QBRs or accepting meeting invites. Customers don't downgrade communication when things are going well.

5. Support escalations

A spike in support volume — especially escalations to "speak to a manager" — is a leading churn indicator even when CSAT remains decent. The escalations represent friction, not just unresolved tickets.

6. Failed expansion conversation

You asked about adding seats / tier upgrade / new module. They said "we'd love to but..." — that's a hedge that often becomes "we're not renewing."

7. Procurement / contract pushback

Late payment, requests to renegotiate terms mid-contract, or new procurement-team involvement at renewal. These are bureaucratic signals of decision-maker discomfort.

Signals that don't predict churn (despite being popular)

• Pure feature usage — useful but lagging; can be high for soon-to-churn customers who are still onboarding new users
• NPS — too noisy, too gameable, too lagging
• Login frequency — heavy-users can still churn; light-users can still renew

How to build a health score with these 7 signals

Weight them: champion departure 25%, interaction drop 20%, onboarding misses 15%, exec engagement 15%, escalations 10%, expansion hedges 10%, procurement signals 5%.

Update weekly. Anything that moves to amber/red triggers a save play: outreach to the new champion, exec-to-exec meeting, value scorecard sent.

How BlueHill helps

The customer record aggregates the interaction signals (emails, calls, notes, escalations) automatically. Onboarding milestones are first-class objects. Status reports surface trending-red accounts every Monday.

Related reading

• Customer health score glossary
• What is churn?
• How to scale CS without hiring