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The profit ledger

Notes on Shopify profitability — COGS, fees, attribution, and the gap between revenue and what you actually keep.

How to calculate true profit for your Shopify store

The full formula — net sales, COGS, payment fees, ad spend — using Shopify's own report definitions so every line reconciles.

July 11, 2026 · 6 min read · Read →