shopify-admin-profit-margin-calculator

To calculate true net profit and margins for Shopify orders, you must deduct COGS, shipping costs, transaction fees, discounts, refunds, and taxes from your order revenue over a configurable lookback window.

Analyzing product margin rollups in Shopify Admin requires aggregating profitability data by product or variant. This identifies margin-positive and margin-negative items by factoring in unit costs, fees, and refunds via GraphQL queries.

No, calculating true net profit and margins requires only authenticated read-only Shopify Admin access. It safely queries orders, inventory item unit costs, and variant metadata using GraphQL without modifying store data.

When calculating Shopify COGS, missing unitCost data should be treated as unknown COGS. This explicit guidance prevents misleading revenue-only reporting by ensuring uncosted inventory is flagged during margin analysis.

Yes, you can export Shopify profitability analysis results to a CSV file. The calculator emits results in human or JSON form with CSV output, supporting aggregation by order, product, or variant for decision-making.

Shopify revenue-only reporting shows misleading profit margins because it ignores real costs like COGS, shipping, transaction fees, discounts, and refunds. Factoring in these true costs reveals the actual net profit per order.