shopify-admin-carrier-performance-comparison

You can compare shipping carrier performance by analyzing recent Shopify fulfillments to compute average transit days, p90 transit times, on-time rates, and average shipping costs per carrier. This helps inform carrier mix decisions and routing policies.

Analyzing delivery performance for contract negotiations involves evaluating carrier-level transit times and shipping costs from your fulfillment history. Segmenting results by country or weight class reveals where specific carriers perform better or worse during reviews.

Yes, you can segment Shopify shipping costs and on-time delivery rates by country or weight class. This segmentation reveals specific zones where a carrier performs better or worse, directly supporting zone optimization and routing policy selection.

Yes, this carrier comparison approach uses only read-only Shopify GraphQL operations, querying orders and fulfillments data. It applies no mutations, making it completely safe for ongoing logistics analysis during routine optimization or contract reviews.

To calculate on-time delivery rate and p90 transit days, you evaluate whether deliveries met customer estimates within a configured lookback window. This analysis produces carrier-level metrics comparing delivery reliability across your fulfillment history.

Yes, you can export Shopify carrier transit time and shipping cost metrics to a CSV file. The analysis produces carrier-level transit and cost metrics with optional segmentation, which can be output as CSV for further logistics analysis.