Marketing measurement shouldn't rest on a single metric
Todd argues that most measurement systems optimize for a single customer response, even though marketing produces many. He presents Agile Insights Modeling as a middle-out approach between top-down MMM and bottom-up MTA, separating incremental response from organic demand.
By Todd Kirk