Multi‑Channel Budget Allocation and Rights Distribution: Modeling, Optimization, and Uplift Strategies
This article presents a comprehensive framework for allocating marketing budgets across multiple channels, designing coupon‑based rights, and distributing them using uplift modeling and optimization techniques to maximize user conversion and overall business ROI.