Q
Does schema markup help with AI citations?
Yes — particularly Organization schema with sameAs links, Article schema with named authorship, and FAQPage schema that maps directly to conversational queries.
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What is entity definition in GEO and why does it matter?
Entity definition is how clearly AI systems can identify and describe your brand as a distinct, well-defined entity — distinct from other brands with similar names or operating in similar categories.
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What sameAs links should I add to my Organization schema?
Prioritize Wikidata, LinkedIn, Crunchbase, and Wikipedia. These are the platforms AI models treat as authoritative entity identifiers.
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