Structora Blog
Practical guides for DTC brands on catalog management, operations, and getting your store ready for AI-powered shopping.
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.
A production audit found AI assistants ignoring over 40% of a Shopify catalog's inventory. Here's why agents skip products, and what an agent-ready catalog actually requires.
Google and Shopify built UCP together. Amazon, Meta, and Microsoft joined. Your Shopify store runs on it by default. Here's what that means for your catalog and what to check now.
Perplexity charges no listing fees and takes no commissions. Shoppers spend 57% more per order than those from other AI platforms. Here's how to join the Merchant Program and what your catalog needs.
Shopify shipped 150+ updates on June 17. Five of them change what AI agents can do with a DTC store right now: Agentic Storefronts admin, Knowledge Base, Product Disclosures, UCP, and direct AI checkout.
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.
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.
Get into ChatGPT, Perplexity, Microsoft Copilot, and Gemini shopping results with a step-by-step setup, not guesswork about what's already on.
Agentic storefronts are live by default. If ChatGPT still isn't recommending you, the cause is almost always one of five checkable things.
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.
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.
No newsletter cadence. No filler content. Just practical Shopify ops and AI commerce guides, sent when there's something worth reading.