Email & Retention
Attributed email revenue is easy to celebrate. Profit is harder because discounts, product margins and channel overlap matter.
For each campaign or flow, consider:
The remaining contribution tells you more than revenue alone.
A 25%-off campaign may generate twice the revenue of a full-price message and less contribution profit.
The email platform may claim orders also attributed to Meta or Google. Profit calculations should use actual Shopify order economics and avoid summing duplicated channel revenue.
Where possible, compare holdouts or different send strategies. A campaign can be profitable on attributed orders and still have low incremental effect because many recipients would have bought anyway.
Use email revenue to manage the program; use contribution and incremental evidence to decide how valuable the program is to the business.
If email revenue looks impressive but you cannot tell how much profit it creates, send us an inquiry. We can help reconcile channel attribution with Shopify economics.