AI transforms marketing across the full customer lifecycle via predictive analytics, personalization, automation, and real-time decisioning at scale. Leading platforms (ChatGPT, HubSpot, Salesforce Einstein, Adobe, Google) operationalize AI for content, targeting, optimization, and