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๐๐ก๐จ๐ฉ๐ข๐๐ฒ ๐๐ซ๐๐๐ค๐ข๐ง๐ & ๐๐๐ญ๐ ๐๐จ๐ง๐ฏ๐๐ซ๐ฌ๐ข๐จ๐ง ๐๐๐ ๐๐๐ญ๐ฎ๐ฉ
Implemented a complete Meta Pixel + Conversion API tracking system for a Shopify ecommerce store to improve attribution accuracy, event tracking reliability, and campaign optimization.
๐๐ก๐๐ญ ๐๐๐ฌ ๐๐ฆ๐ฉ๐ฅ๐๐ฆ๐๐ง๐ญ๐๐
โฉ Meta Pixel setup & audit
โฉ Server-side Conversion API integration
โฉ Browser + server event deduplication
โฉ Shopify ecommerce event tracking
โฉ GTM-based event management
โฉ Event Match Quality optimization
โฉ Purchase value & customer data passing
โฉ Tracking validation & debugging
๐๐ซ๐๐๐ค๐๐ ๐๐ฏ๐๐ง๐ญ๐ฌ
โฉ PageView
โฉ ViewContent
โฉ AddToCart
โฉ AddPaymentInfo
โฉ Purchase
๐๐๐ฌ๐ฎ๐ฅ๐ญ๐ฌ
* Achieved high Event Match Quality scores
* Improved tracking accuracy for Meta Ads
* Reduced data loss caused by browser restrictions & ad blockers
* Enhanced conversion attribution for better ad optimization
* Reliable ecommerce data flow between Shopify and Meta
๐๐จ๐จ๐ฅ๐ฌ & ๐๐ฅ๐๐ญ๐๐จ๐ซ๐ฆ๐ฌ
* Shopify
* Meta Pixel
* Meta Conversion API
* Google Tag Manager
* Stape Server-Side Tracking
* GA4
๐๐ฎ๐ญ๐๐จ๐ฆ๐
The client now has a more accurate and scalable tracking infrastructure that supports better campaign optimization, audience building, and ROAS measurement across Meta Ads.
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Your next Shopify storefront could start here. ๐
Iโve released a 100% open-source Next.js + Shopify template with a retro look and the essentials to start building: product collections, variant selection, a shopping cart, and responsive layouts.
Run it with the included demo catalog, make it your own, then connect your Shopify store for live commerce.
Built with Next.js, React, TypeScript, and Tailwind CSS. Free under the MIT license and ready to download and customize.
If you like it, share the love! Iโd love to see what you build.
#NextJS #Shopify #OpenSource #Ecommerce
What makes an A/B test readout useful to a product team?
My preferred first page answers four questions:
What changed, and by how much?
How uncertain is the estimate?
Did an important guardrail get worse?
What decision does the evidence support, and what remains unresolved?
A result can be statistically significant and still too small to matter. An inconclusive result can still leave a meaningful gain or loss plausible. The decision needs more than a green badge.
I built an independent A/B analyzer to make these checks easier to inspect. The project includes a live demo, downloadable reports and documented limitations:
https://contra.com/p/mgoXb3qY-ab-test-analyzer-correct-p-values-power-and-fdr
If you work on product or CRO, what do you wish analysts put on the first page more often?
This is a strong framing of experiment readouts: separating signal, uncertainty, guardrails, and the actual decision keeps the team honest. The reminder that significance is not the same as usefulness is especially important.
