What is marketing attribution? Marketing attribution identifies which touchpoints across the customer journey contributed to a sale or conversion, providing a data-driven framework to optimize marketing spend and strategy. For DTC brands, understanding marketing attribution is critical for scaling profitably, especially when expanding from B2B to D2C models [1]. Accurate attribution helps e-commerce operators move beyond last-click models to understand the true impact of their diverse marketing efforts, from paid ads to content marketing. This becomes even more vital as advertising platforms evolve, demanding a pivot from audience targeting to creative and funnel optimization [2]. Furthermore, with the decline of third-party cookies, zero-party data gathered through customer surveys is increasingly essential for robust marketing attribution, enabling personalized marketing and product development based on direct customer insights [3]. Grasping marketing attribution allows businesses to allocate resources effectively, refine messaging, and ultimately drive sustainable growth. Explore the curated episodes below to deepen your understanding.