When the user wants to optimize for entity recognition, Knowledge Graph, or entity-based SEO. Also use when the user mentions "entity SEO," "entity…
SEO: Entity SEO Guides entity-based SEO—making your brand, product, and authors recognizable as distinct entities in search engines' knowledge systems. Google moved from keyword-matching to meaning-based understanding (Hummingbird, RankBrain, BERT, MUM); entity understanding is central to how search processes queries. Content structured around entities can receive ~3.2× more visibility in AI-powered search. References: Semrush, Search Engine Land. When invoking: On first use, if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Scope Entity definition: Singular, unique, well-defined things (person, place, organization, product, event) Entity vs keyword: Entities = underlying concepts; keywords = text strings Knowledge Graph: Google's entity database; powers disambiguation and related concepts Implementation: Schema (Organization, Person); entity signals in content; consistency across platforms What Is an Entity? An entity is a thing or concept that is singular, unique, well-defined, and distinguishable—e.g. person, place, organization, product, event. Entities have:
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