Item ID mismatches between Shopify and Google Merchant Center break product-level advertising intelligence without triggering a single error message. Shopping campaigns keep spending, conversions keep counting, and dynamic remarketing quietly stops working. This guide explains the structural cause, the precise diagnosis, and the Google Tag Manager fix that resolves it without touching the product feed.