Analyze marketing channel performance by attributing order revenue directly from Shopify data.
Extracts UTM parameters from order landing page URLs to generate revenue, AOV, and conversion reports by marketing channel without needing external analytics.
A focused workflow with measurable value.
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188
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19
Updated
Sep 14, 2026
Pulls recent orders, extracts the UTM parameters embedded in each order's landingPageUrl query string, and rolls up revenue, order count, and average order value (AOV) by utm_source, utm_medium, and utm_campaign. Builds a marketing attribution report directly from first-party Shopify order data — no external analytics tool required.
This skill parses order transaction history and URL metadata to calculate marketing channel effectiveness, helping you understand which campaigns, sources, or mediums drive the most revenue and order volume.
Assessing campaign ROI for paid search and social ads
Determining the most profitable acquisition channels
Auditing UTM tag coverage across marketing efforts
Reporting monthly sales performance by traffic source
Validating attribution accuracy for e-commerce growth
npx skills add 40rty-ai/shopify-admin-skills@shopify-admin-order-attribution-reportTopics and capabilities