How much revenue is actually at risk
Between 5% and 9% of recurring charges fail on first attempt for a typical subscription business. Most of those customers still want the product — the card simply expired, the balance was short, or the bank asked for a 3-D Secure confirmation nobody saw.
That makes involuntary churn the cheapest churn to fix: there is no product objection to overcome, only a payment detail and a message that reaches the customer.
Benchmarks by decline code
Expired card declines recover at 70-85% once the customer receives a working update link. Insufficient funds sits closer to 55-70% when retries are timed near payday rather than on a fixed day-3 schedule.
Do-not-honor is the hardest bucket at 30-45%, because the bank gives no reason — the fix is prompting for an alternate card early. Authentication-required recovers quickly, often within 24 hours, when the confirmation link lands on a channel the customer actually checks.
Diagnosing an underperforming cadence
If recovery is flat across every decline code, the cadence is not adapting — the same schedule and the same copy is being sent regardless of why the charge failed.
If email open rates are healthy but recovery is low, the message is reaching the inbox and failing to convert; if opens are low, the channel is the problem, not the copy.