This article explores how AI enhances marketing attribution by capturing unstructured data and providing deeper insights into customer interactions. It highlights the shift from traditional models to a question-based approach, allowing marketers to understand the influence of various touchpoints on deals. Data quality remains essential for AI to deliver accurate conclusions.