Shopify Automated Collection Not Working?
How to troubleshoot Shopify automated collections when products are not being included as expected.
Shopify Dude
Product Data
Shopify answers, setup guides, troubleshooting checklists, release explainers, and common setup misunderstandings.
Shopify Didn’t Make Your Catalog Confusing
A Shopify operator guide to why confusing catalogs usually come from years of internal shortcuts, messy product data, inconsistent naming, and unclear merchandising decisions.
Metaobjects, Data App, or PIM?
A Shopify product data architecture guide for deciding between metafields, metaobjects, data structure apps, and an external PIM.
Product Descriptions Are Customer Support
A study-backed Shopify post on why product descriptions should answer the questions customers would ask a real person before buying.
Tags, Metafields, Metaobjects, or Variants?
A Shopify product data architecture guide for deciding what belongs in tags, metafields, metaobjects, variants, options, and filters before the store becomes hard to maintain.
Metafields vs. Metaobjects in Shopify
A plain-English guide to when to use Shopify metafields, when to use metaobjects, and how structured data affects product pages, filters, and AI readiness.
What Agentic Commerce Means for Shopify Stores
A plain-English explanation of agentic commerce for Shopify, including Shopify Catalog, Universal Commerce Protocol, product data readiness, and what merchants should do now.
What Sections Actually Belong on a Shopify Product Page?
A product page layout guide for Shopify stores, focused on images, buying information, trust, recommendations, metafields, FAQs, and conversion.