Last-click, data-driven attribution, and platform-reported ROAS all share the same flaw: they observe correlations. Incrementality experiments manufacture the counterfactual, what would have happened without the spend, and measure the difference. It is the standard of evidence the rest of your measurement should be calibrated against.
