Marketing mix modeling is now gaining popularity in place of traditional attribution as it allows for a more accurate measure of marketing ROI and its impact on sales.

Attribution Modeling: Understand how each touchpoint contributes to revenue. Incrementality Testing: Separate correlation from causation to determine actual lift.