Microsoft Ads Performance Max Experiments: How to Measure Real Incrementality (and Stop Guessing)
Microsoft Ads is rolling out two new Performance Max experiment types—Uplift and Upgrade—so advertisers can quantify incremental value and validate “upgrades” before risking live performance. Here’s how to use them, what can go wrong, and how SMEs and agencies can operationalize test-and-learn with approved execution.