Example Concept: Multi-channel attribution involves using AI to analyze customer interactions across various marketing channels, such as email, social media, and paid ads, to determine their contribution to conversion events. Challenges include data integration from disparate sources, accurately tracking user journeys, and selecting the right attribution model (e.g., last-click, first-click, or linear) to reflect true channel performance.