For commerce: Product, Offer (price, currency, stock) and AggregateRating; for the brand: Organization with sameAs pointing to official profiles; for content: FAQPage, HowTo, Article with an author. Price and rating are the priority — exactly what AI cites in comparisons.
Below: whether structured data written specifically for AEO makes sense, what product feeds do in shopping answers, and how much speed matters.
Updated 2026-07-14 · Websem, AEO questions base
There's no special vocabulary for AI, but standard schema.org is exactly what answer engines consume too: Product with Offer and price, Review and AggregateRating, Organization with sameAs, FAQPage. The rule: structured data must reflect visible content — messages hidden solely for AI don't work and erode trust.
Yes, increasingly so: Google feeds its AI shopping experiences from Merchant Center, and OpenAI launched Instant Checkout on the Agentic Commerce Protocol (together with Stripe; Etsy and Shopify among the first partners), where products enter through dedicated feeds. For e-commerce, a clean feed becomes AEO infrastructure.
Indirectly: AI crawlers work with a limited time and rendering budget, and slow or heavy pages get read incompletely. On top of that, AI Overviews inherits Google's ranking, where speed matters. It isn't the decisive factor, but a slow site starts at a disadvantage.
This question is part of a base of 124 answers about AEO across 12 categories — from how LLMs work to budget, measurement and deliverables.