Campaign simulators and the turning point between incremental attribution and total redemption counts

https://signalscv.com/2025/12/top-7-best-coupon-management-software-rankings-for-2026/

That moment when a team realizes that counting total redemptions is not the same as measuring incremental revenue changes everything about how campaigns get planned and evaluated