Churn-Signal Watch
A drop in usage or a failed payment triggers a save play before the account actually cancels.
What it watches
Usage patterns and payment events across your subscriber base
What it does
Flags accounts crossing a risk threshold and starts a save-play sequence or notifies the account owner
When it asks a human first
Any account above the value threshold you set gets a named alert to the account owner immediately — the agent never runs the save conversation on a high-value account alone. Once alerted, that account is also pulled out of the automatic save-sequence pool for 30 days, so a human running their own outreach never gets undercut by the agent's own automated check-in landing in the same inbox the same week.
How it works
- 1Watches usage and billing
Pulls usage events and payment status from Stripe and your product analytics on a continuous feed. Where your stack supports webhooks rather than polling, a failed payment shows up in the risk score within minutes, not on the next scheduled check.
- 2Scores risk
Combines usage drop, failed payments, and support signal into a single risk score per account, not a single trigger alone. An account with heavy usage but one failed card charge scores very differently from one with fading usage and a failed charge together, since the second pattern is a far stronger churn signal than either alone.
- 3Starts the save play
Below your value threshold, it starts a defined save sequence automatically — a check-in message, a resource, an offer. Which sequence runs depends on which signal fired, not one generic template for every risk account, so a usage-drop account gets a re-engagement nudge while a billing-failure account gets a payment-retry link first.
- 4Escalates high-value accounts
Above your threshold, it never runs the play alone — it alerts the account owner immediately so a human runs the save conversation. That alert names the specific signals that fired and how long they have been building, so the account owner opens the conversation already knowing what changed, not just that something did.
- 5Reports the pattern
A weekly digest shows which risk signals are firing most, so you can fix the underlying cause, not just chase individual accounts. The same digest tracks whether a fixed root cause actually lowered next month’s flag volume, so you can tell a real fix from a coincidence.
What triggers it
- · Usage drops past a percentage threshold you set
- · A payment fails or a card expires
- · A support ticket volume spike from one account
- · Account value crosses your "high-touch" threshold
What you get
- · A risk-flagged account list, updated daily
- · A save-play sequence started automatically for lower-value accounts
- · A named alert to the account owner for high-value accounts
- · A weekly churn-risk digest with the reason for each flag
Not the right fit if
Not for prepaid or one-time-purchase businesses — there is no recurring usage or payment signal for it to watch. It's also premature for a product still in its first few months post-launch — the risk score depends on each account's own usage baseline, and there isn't enough history yet to tell a real decline from normal early-days variance.
The math
At ~25 flagged accounts/mo × 20 min, that is roughly 8.3 h/mo — an estimate, not a guarantee.
Frequently asked
No — it flags and, for lower-value accounts, starts a pre-approved save sequence. Any discount or contract change is your decision.
A percentage decline against that account’s own baseline, set at signup, not a fixed number that ignores how each customer normally uses the product.
Stripe is the default; other billing platforms with a webhook or API connect the same way.
An account that was flagged and remains active (or upgrades) 30 days later — logged in the weekly digest, not claimed instantly.
The baseline accounts for a full cycle before flagging seasonal dips as risk — a full year of history where possible for a clearly seasonal account — so a predictable quiet stretch does not trigger the same alert as an unexpected one.
Ready to put churn-signal watch to work?
Tell us about your setup and we'll confirm it fits within 48 hours.