What is churn risk?
Churn risk is the likelihood that a customer will leave. It is estimated from signals such as falling usage, unresolved problems and negative sentiment, so the account can be helped before it decides to go.
Churn risk vs churn rate
Churn rate looks back: the share of customers who left in a period. Churn risk looks forward: which current customers are likely to leave next. One reports the damage; the other gives you a list of accounts to call this week.
How to predict churn from support data
Sustained negative sentiment on topics like billing or reliability predicts churn far better than a single angry ticket. Look for trends rather than events: sentiment falling across several conversations, the same issue recurring, contacts going quiet after a complaint. A churn risk score combines these signals into one ranking.
Common churn risk signals
- Repeated tickets about the same unresolved problem.
- Sentiment trending down over several weeks.
- Mentions of cancelling, refunds or competitors.
- A champion who leaves the company or stops replying.
How to reduce churn risk
Act on the trend, not the renewal date: a call from someone senior, a fix with a date or an honest explanation goes much further two months before renewal than two days before. Customer Support Sentiment Analyzer tracks churn risk as its own signal, separate from frustration or confusion.
Last reviewed 2026-11-01.