Insights
From the field.
Articles
Your ai.json contract needs scope. Your collections already provide it.
A site-wide ai.json path silently claims jurisdiction over your entire domain. For Shopify stores with more than one product class, that breaks. Declare scope by collection membership using /collections/{slug}/products.json as the authoritative feed. Three HTTP calls, no theme coupling, no URL pattern drift.
Hiring a Shopify developer in 2026: theme dev, engineer, or architect?
“Shopify developer” is three completely different jobs hiding under one title. Theme dev, platform engineer, architect. Hiring the wrong tier wastes months. A free three-question diagnostic to figure out which one you actually need, plus what each tier costs.
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Generative Engine Optimization for Shopify: the five-layer stack.
GEO is the work that decides whether ChatGPT, Claude, Perplexity, and Google AI Mode confidently recommend your store. It is not a tactic, it is a five-layer architectural stack. Definitions, what each layer does for AI surfaces, why the order matters, and a free five-question diagnostic.
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AI SEO vs Shopify SEO: what changes when ChatGPT is the search engine.
The same alphabet, different physics. What changes when ChatGPT is the search engine, what stays the same, and a free fifteen-minute diagnostic any Shopify owner can run today to see where their store stands across ChatGPT, Claude, Perplexity, and Google AI Mode.
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llms.txt for Shopify Plus: what to include and what to block.
Shopify auto-generates a basic llms.txt for every store. What’s in it, why it isn’t enough, how to override it at the edge with a Cloudflare Worker, and a fifteen-second audit every Shopify owner can run today to see what AI assistants currently say about their brand.
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Google just changed how online shopping works.
Google AI Mode now functions like a shop, with agentic checkout already live for select Shopify merchants. Two filters decide whether your products get shown — and most stores fail one of them. Here is what each filter actually checks, and the 90-day playbook to pass both.
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There is no app that makes your Shopify store agentic-ready.
Agentic-readiness is not a plugin. It is five architectural layers — Product Intelligence Layer, schema, AI governance contract, crawl guidance, feed logic — built and maintained in the right order, by someone who understands how each layer talks to the next.
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If Google Ads paused tomorrow, what would still be standing?
A simple exercise I run with ecommerce teams: if paid traffic stopped for 30 days, what percentage of revenue survives? For many brands, the honest answer is lower than they expect. Paid is fuel. Fuel without structure creates dependency.
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AI shopping tools: new traffic or demand shuffle for Shopify brands?
58% of shoppers now use generative AI for product recommendations instead of traditional search engines. This doesn’t create new demand — it reroutes existing demand through new channels. For mid-sized brands, that reshuffle is the opportunity.
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