shopify-admin-shipping-cost-analysis

To analyze shipping costs by carrier in Shopify Admin, you compare shipping revenue charged to customers against recorded shipping line costs using order data. This process requires authenticated Shopify Admin API access with read_orders scope to aggregate totals.

You identify shipping subsidies by quantifying the net difference between shipping charges billed to customers and actual recorded shipping line costs. This breaks down overcharges and subsidies by grouping totals for each specific carrier and shipping method.

Yes, you can reconcile shipping costs for paid orders over a configurable lookback window. The analysis uses a GraphQL orders query to aggregate shipping revenue and line costs, outputting results in human-readable or JSON form for review.

No, Shopify Admin order reconciliation does not require write access. This analysis runs safely with read-only Shopify Admin API access to paid orders, producing a per-period CSV report for financial review without modifying store data.

Shipping cost analysis shows overcharging patterns by carrier when the shipping revenue charged to customers exceeds the recorded shipping line costs on orders. This comparison diagnoses over and under-charging patterns across different shipping methods.

The best way to evaluate free-shipping thresholds in Shopify is by comparing charged shipping revenue against actual shipping line costs across paid orders. This carrier and method cost reconciliation reveals where shipping is subsidized to assess threshold profitability.