Known vs Total Shopify Margin
Learn why known contribution margin is not total margin when Shopify costs are incomplete, and how coverage changes the decision you can make.

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Learn why known contribution margin is not total margin when Shopify costs are incomplete, and how coverage changes the decision you can make.

Discounting doesn't erode margin evenly — a 20% price cut can cut profit by two-thirds depending on your starting margin. Here's the audit framework, grounded in Shopify's own discount mechanics and real promotional data, for finding out where yours is leaking.

Avoid a common Shopify reporting error: comparing order-level net revenue with product revenue that does not allocate every order-level discount.
