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Shopify DTC Profit Checklist: Order-Level Numbers That Matter

A practical checklist for Shopify brands: what to include per order, how to treat apps and shipping, and how to sanity-check margin before scaling ads.

Published: 2026-04-24

Order-level inputs that matter most

Discounts, gift cards, and returns change realized selling price. Fees from Shopify Payments and third-party gateways belong in commission unless you already net them out of price.

Apps and subscriptions

Review reviews, SMS, and loyalty tools monthly. When cost scales with orders, move it into other costs per order instead of treating it as fixed overhead.

Before scaling ads

Enable ad cost in the calculator and compare net profit with the min revenue ROAS guardrail. If the gap versus platform ROAS is huge, audit attribution and unmodeled variable costs.

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