Tracking issues on Shopify are often caused by multiple apps or scripts sending the same events. Native channels such as Google & YouTube and Facebook & Instagram, along with other tracking apps or manually added gtag scripts, can create conflicts.
To avoid data duplication or inconsistencies, ensure that only one tracking setup is active per platform and remove any duplicate scripts or apps.