Symptom
The distortion lives in the difference between recognized revenue and collected cash.
You asked
Teams see the reported payback metric compressing — from seven months to five, or from nine to six — and read it as evidence that the acquisition model is worki
Symptom
The distortion lives in the difference between recognized revenue and collected cash.
Cause
The signal to watch: the gap between GA4-reported cohort revenue and Stripe payout volume for the same acquisition cohort in the same month.
Impact
This is a measurement architecture problem, not an acquisition strategy problem.
Teams see the reported payback metric compressing — from seven months to five, or from nine to six — and read it as evidence that the acquisition model is worki
The distortion lives in the difference between recognized revenue and collected cash.
The signal to watch: the gap between GA4-reported cohort revenue and Stripe payout volume for the same acquisition cohort in the same month.
This is a measurement architecture problem, not an acquisition strategy problem.