1.What is a winning ad?
In this dataset, a winning ad is defined as one that spends at least 10 times its account median and at least $500. This is Motion's definition and it reflects real economic outcomes — a winner is not just an ad that runs, but one that the algorithm promotes heavily because it performs. Roughly 4-8% of all ads meet this threshold depending on the spend tier.