AI and machine learning empower marketers to optimize ad placement, messaging, and targeting by analyzing engagement data in real time. Models identify high-converting audience segments and predict which creative combinations drive interaction. Dynamic ad serving can rotate visuals or copy based on performance, resulting in improved click-through rates and lower acquisition costs.