The marketing platform used to measure, predict, and optimize for traditional and digital media is a

➤ When should a marketer use marketing mix modeling versus real-time attribution?
Use marketing mix modeling for strategic, long-term planning, channel-level ROI, and when offline media or seasonality matters. Choose real-time attribution for tactical optimization of digital campaigns and bid or creative testing. Combine both—use MMM for budgets and attribution for activation—to validate causal effects and improve short- and long-term performance.