## Introduction

In today’s rapidly evolving retail landscape, Chief Marketing Officers (CMOs) of enterprise retailers are navigating an increasingly complex environment. As marketing budgets soar, the challenge of effectively allocating capital while ensuring measurement accuracy has never been more pronounced. Factors such as privacy-driven signal loss, the expansion of Retail Media Networks (RMNs), SKU proliferation, and margin compression are reshaping the fabric of marketing attribution. I...