What is time to recovery? (TTR for failed payments explained)

Time to recovery (TTR) is the elapsed time from the initial payment failure to the moment the payment is successfully collected. It is typically measured in days and averaged across all recovered payments in a given period.

TTR complements recovery rate as a performance metric. Recovery rate tells you what percentage of failed payments you recover; TTR tells you how quickly you recover them. Both matter: a 70% recovery rate with a 3-day TTR is better than a 70% recovery rate with a 14-day TTR, because faster recovery means less customer friction and lower churn risk.

Speed of recovery affects outcomes beyond the immediate payment. Data across subscription businesses shows that customers whose payments are recovered within 3 days have retention rates nearly identical to customers who never had a payment issue. Customers recovered after day 7 show measurably higher churn in the following 90 days, even though the payment was collected.

This happens because payment failures are a moment of vulnerability in the customer relationship. The longer the customer sits in a failed state, the more likely they are to question the subscription, encounter service interruptions, or simply disengage. Fast recovery minimizes this window.

• Days 1–3: Highest retention post-recovery — customer barely notices the issue.
• Days 4–7: Moderate retention risk — customer may have received multiple notices.
• Days 8–14: Elevated churn risk — customer has been past due for over a week.
• Days 15+: High churn risk — even successful recovery often precedes voluntary cancellation.

Revatto targets fast TTR by design. AI-timed retries hit soft declines within hours of the initial failure. For hard declines that need a new card, trained specialists reach out via email and SMS within the first few days — not after a week of waiting. The result is recovery cycles measured in days, not weeks. You only pay when a payment is recovered: 20% of the first recovered payment, $0 monthly, no contracts.