Attribution, Incrementality, and Other Performance Myths
For years, digital marketing has measured performance using metrics that gave a false sense of control. Many attribution models and ROAS figures were accepted at the time without much scrutiny over their accuracy, even in large companies with surprisingly manual processes. But understanding incrementality—what we actually generate by making a change and wouldn’t have achieved by leaving things unchanged—is crucial to avoid confusing activity with real, measurable impact.