What is Incrementality?

Attribution credits ads for conversions that touched them; incrementality asks the harder question of which conversions would not have occurred otherwise. A retargeting ad can show a high ROAS while adding little incremental revenue. Lift tests (holding out a group) are the honest way to measure it, and it is the truest test of whether spend is working.