FAQ Schema for Answer Engines: What It Still Does in 2026
Google restricted FAQ rich results to gov/health sites in 2023, then killed them entirely in 2026. Here's what FAQPage schema still does for AI search.
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Product Schema for AI Search: How to Make Price, Stock, and Specs Unambiguous to Shopping Agents
How to structure Product and Offer schema.org markup so AI shopping agents and Google read price, stock, and specs without guessing.
Entity Resolution for GEO: Wikidata, Wikipedia, and sameAs
How Wikidata entries and schema.org sameAs chains let any AI system — not just Google — resolve your brand as a single, unambiguous entity.
The Brand Facts Page: A Ground-Truth Source for AI Search Engines
How to build one canonical facts page AI answer engines can trust to resolve stale or conflicting claims about your company.
