This article was originally published on angeo.dev . You installed robots.txt rules for GPTBot and OAI-SearchBot. You generated llms.txt . You added Product schema. The AEO audit is mostly green. And ChatGPT still recommends your competitor. There is a good chance the problem is not in any of those signals. It is in your product page itself — specifically in how Magento renders product content relative to what AI extraction systems actually process. How your product page travels through an AI recommendation system Magento HTML response ↓ AI crawler fetches raw HTML (limited or no JavaScript rendering) ↓ Extraction layer parses text, headings, structured data ↓ Content chunking — splits page into retrievable units ↓ Relevance scoring — ranks chunks against query intent ↓ LLM answer synthesis — selects candidates for the response ↓ Citation / recommendation Enter fullscreen mode Exit fullscreen mode The extraction layer is where most Magento stores lose.…