Reconcile Shopify Sales and Marketing Revenue
Reconcile Shopify sales and marketing revenue by tracing definitions, attribution windows, refunds, discounts, and the limits of each reporting source.

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Reconcile Shopify sales and marketing revenue by tracing definitions, attribution windows, refunds, discounts, and the limits of each reporting source.

Define refund-adjusted Shopify revenue clearly, distinguish it from gross sales, and use it in profitability reviews without hiding order exclusions.

A €48 German order contributed $1.92 less to revenue in June than January due to EUR/USD shifts. Isolate currency impact with constant-rate recalculation.
