How is incrementality testing different from attribution?

“Attribution assigns credit for a conversion to the touchpoints a customer passed through. It cannot tell you whether that customer would have bought without the ad. Incrementality testing answers exactly that, by comparing markets with and without the ads. Credit tells you where people came from; a holdout tells you what the spend caused.”