shopify
QUERY = 'contents'; CATEGORY = 'shopify' // 8 rows
An applied measurement
case, every week
Analytics and measurement, developer tools, AI & LLM integrations, server-side tracking: weekly real case analyses.
Connecting a Shopify Order to an Ad Click: Choosing a Join Key for Offline Conversions
The ad platform wants a click ID for offline conversion upload, but the Shopify order does not carry one. The cart attribute path only works going forward, so it cannot serve a backfill request. Using GA4 as a join table, the cart token naming trap, and the consent ceiling both paths share.
Shopify Facebook & Instagram App + Multiple Pixels: The Global Track Bug and Duplicate Events
The Shopify Facebook & Instagram app sends events with `fbq('track', ...)`; if other Pixel IDs are initialized in the page, F&I events leak onto every pixel. Source, diagnosis and three fixes for duplicate events in multi-pixel Shopify setups.
An Email Automation Setup for Ecommerce Sites: Customisable, Flexible, With Full Data Ownership
Keep your audience even when your platform changes. A guide to flexible email automation for ecommerce, with behavioural personalisation, KVKK/GDPR compliance and predictable cost.
Bridging Shopify Metafields and Custom Pixel: The Cart Attribute Pattern
Liquid metafields are unreachable inside the Shopify custom pixel sandbox. Use the cart attribute pattern to carry customer metafields into checkout pixel events and onward to Flow. Bridge consent state for correct enforcement in server-side events.
Shopify Analytics vs GA4: Why Do They Show Different Numbers?
Why do Shopify dashboard and GA4 show different visitor and revenue numbers? Session definition, attribution model, checkout sandbox limitations, and revenue calculation differences.
Shopify Forms - Tracking Form Submission Action
By the end of 2022, Shopify Forms was announced to operate directly integrated with Shopify, as stated in the paragraph above. It is a free, customizable email
Shopify - Google Analytics and Tag Manager Operations
Master seamless tracking of customer behavior and conversions with Shopify’s built-in GA4 and Pixel setup in minutes.
Shopify - Content Grouping for GA4 / GTM
Learn how to automatically tag Shopify pages with content groupings for richer GA4 reporting and better user behavior insights.