What is incrementality? (analytics)

Incrementality asks what additional outcome happened because of an intervention. If 100 customers bought after seeing an ad but 80 would have bought anyway, the incremental effect is closer to 20 than 100. Measuring that perfectly is difficult, but thinking in incremental terms changes the quality of marketing decisions.