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CreatorCommerce writes attribution context into Shopify-native surfaces (cart attributes, tags, and related records), so you can analyze performance directly in Shopify workflows and reporting.

What You Can Analyze in Shopify

Data SurfaceWhat You Can Review
Order tagsWhich creator/collab influenced conversion
Customer tagsReferred-customer cohorts and lifecycle behavior
Cart attributesCreator context carried through checkout
Shopify Flow conditionsTriggered automations based on attribution labels

Shopify References

Use these references to inspect exact labels and event fields: