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Carrying a Banner Click to the Purchase: Item Enrichment with sGTM, Firestore and BigQuery

In sGTM, information carried by one event can be stored in Firestore and written server-side onto the items of a later event from the same visitor. This post applies item enrichment to the gap left by GA4 not carrying promotion data between events: select_promotion is written to Firestore under the GA client_id key and added to matching items when purchase arrives. Architecture, setup and BigQuery reading are shown on a sample flow for banners that lead to a product and to a collection.

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Google Ads Conversion Double Counting on Shopify: Diagnosis with the Webpages Report and the Checkout Token

analytics SUBSCRIBERS ONLY
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Measuring Purchase Lag: Google Ads Reports, the GA4 Gap and the Window Decision

analytics SUBSCRIBERS ONLY

Linking a Banner Click to a Purchase: Promotion Events, the Carrier Layer and the Consent Boundary

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Measuring Consent Rate: Where Accepts, Rejects and Later Changes Get Counted

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GA4 Landing Page (not set): A Diagnostic Playbook

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Connecting a Shopify Order to an Ad Click: Choosing a Join Key for Offline Conversions

analytics SUBSCRIBERS ONLY

Reading Time, Recalculated: 238 WPM, the 20% Rule, and Scroll Signals

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Shopify Facebook & Instagram App + Multiple Pixels: The Global Track Bug and Duplicate Events

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Bridging Shopify Metafields and Custom Pixel: The Cart Attribute Pattern

analytics SUBSCRIBERS ONLY

GA4 Source/Medium Debugging: Detecting the Real Source with First-Party Cookies

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AI Pair Programming: Coffee Debt, Gamifying Error Tracking

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You Added a Consent Banner, Your Traffic Dropped 30%: GDPR and KVKK's Impact on Measurement

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Client-Side Tracking Problems: Bot Traffic, Ad Blockers, and Browser Privacy

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Shopify Analytics vs GA4: Why Do They Show Different Numbers?

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