Marketing AI Skill

Marketing Attribution

Design and implement marketing attribution models to accurately measure channel contribution, customer journey impact, and marketing ROI across touchpoints. Use when building attribution frameworks, analyzing marketing effectiveness, optimizing channel mix, or evaluating campaign performance. Triggers on phrases like 'attribution model', 'multi-touch attribution', 'MTA', 'marketing mix modeling', 'MMM', 'channel performance', 'customer journey', 'conversion attribution', 'last-click', 'first-click', 'data-driven attribution', 'incremental testing', 'marketing ROI'.