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Why does revenue look strong even when customers aren't staying or using the product?

Context The problem is that the MRR figure aggregates billed amounts across billing events rather than earned amounts aligned to product delivery.

Symptom MRR is growing while deferred revenue balance grows faster and active product usage declines indicating revenue is being reported at billing events before value is delivered.

Cause Billing-based revenue recording recognizes annual and prepaid subscription revenue at the billing moment rather than as product delivery occurs creating a growing gap between billed and earned revenue.

Impact Revenue is overstated by 15–30% relative to earned value in high prepay or annual billing models and the overstatement becomes visible only at renewal when low-usage customers fail to renew.