Enhanced attribution models in performance-based marketing provide a holistic view of the customer journey, assigning value to each touchpoint. Unlike last-click attribution, models like data-driven attribution track multiple interactions, helping businesses allocate budgets more effectively and optimize campaigns by focusing on the most influential channels for conversions.