The threshold
Revenue lift does not automatically replace lost margin.
A promotion reduces contribution per order. To hold total contribution profit constant, order volume must increase by the ratio between regular contribution and promotional contribution.
This model keeps traffic quality, product mix, cost rates, and fulfillment assumptions fixed. Add gift costs, shipping subsidies, or higher return rates to the relevant inputs before relying on the result.
Separate discount and return effects