What is Incrementality?
Incrementality is the part of a promotion's results that would not have happened without it. A promotion that only discounts orders that were coming anyway has low incrementality.
The reliable way to measure it is a holdout: compare shoppers who saw the offer with a comparable group who did not. Before and after comparisons mix in seasonality.