Structora Blog
Practical guides for DTC brands on catalog management, operations, and getting your store ready for AI-powered shopping.
AI shopping agents can browse your Shopify store, recommend your products, and complete purchases. Whether they do depends on how your catalog data is structured.
Inconsistent tags, empty metafields, orphan products. These problems compound quietly. Now they're costing you AI discoverability too. Here's how to find and fix all seven.
AI shopping agents skip photos. They read five structured fields. Here's what each one requires, what breaks them, and how to fix your catalog before it costs you sales.
Agentic storefronts are live by default. If ChatGPT still isn't recommending you, the cause is almost always one of five checkable things.
Get into ChatGPT, Perplexity, Microsoft Copilot, and Gemini shopping results with a step-by-step setup, not guesswork about what's already on.
SEO ranks pages on a results list. GEO earns a mention inside an AI answer. The difference changes what you should fix on your store in 2026.
Copilot Checkout, ChatGPT's pivot away from in-chat purchase, and Perplexity's Buy with Pro all work differently. Here's what each does at the point of sale.
No newsletter cadence. No filler content. Just practical Shopify ops and AI commerce guides, sent when there's something worth reading.