shopify-admin-order-attribution-report

Group Shopify revenue by UTM source by parsing the query string of each order's landingPageUrl. The report aggregates total revenue, order counts, and average order value per source, outputting a human-readable CSV grouped by the specified dimension.

Yes, you can attribute Shopify order revenue to specific marketing campaigns by extracting utm_campaign parameters from order landing page URLs. The report aggregates attributed revenue, order counts, and AOV per campaign for campaign performance analysis.

Calculate AOV by traffic source by querying Shopify GraphQL orders, extracting utm_source from landingPageUrl, and aggregating total revenue and order counts per source. This yields the average order value for storefront-driven attribution scenarios.

No, this attribution reporting method uses read-only GraphQL orders querying with pagination. It produces a CSV or JSON report without mutations, ensuring safe weekly or monthly marketing attribution checks without altering store data.

The report applies robust handling for missing or malformed UTM data, ensuring orders without proper UTM tagging do not break the aggregation logic. It cleanly aggregates revenue and AOV for successfully parsed marketing channels.

Yes, you can apply lookback periods to Shopify revenue analytics to filter paid orders within a specific timeframe. The report aggregates revenue, order counts, and AOV per marketing channel based on the requested lookback window.