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Field notes on conversion tracking

What breaks, why it breaks, and how to fix it. GA4, Google Tag Manager, consent, server-side tagging and ad pixels, written from what we see in the public audit corpus.

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All ga4 · 31 gtm · 17 ecommerce · 9 attribution · 8 debugging · 8 google-ads · 8 consent-mode-v2 · 7 privacy · 7 reporting · 6 tracking-quality · 6

1 post tagged web-pixels. Show all

Aug 17, 2026 5 min read
Shopify Customer Events and the Web Pixel sandbox: what you can and can't track
Shopify moved custom tracking into Customer Events and a sandboxed Web Pixel API, and it broke a lot of "paste your pixel in theme.liquid" muscle memory. Here's what the sandbox allows and where it bites.
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Field notes on conversion tracking

Shopify Customer Events and the Web Pixel sandbox: what you can and can't track