Leading Indicators That Appear Before Cancellation

Cancellation is a late label. By the time someone taps cancel, the useful work is already done — or missed. Early churn prediction leans on quieter signals: declining session depth, skipped onboarding milestones, failed payment retries, and support tickets that never resolve.

Pick three leading indicators that your team can actually influence. Instrument them cleanly. Review them weekly against eventual churn. Expand the set only when a new indicator improves save-rate, not when it looks interesting on a slide.

At Saasdevenvironments we usually start with usage intensity, billing health, and one product-specific friction event. That trio covers most consumer and B2B subscription apps without drowning the room in noise.