实体 SEO Skill

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:

Attribute	Meaning
Unique identity	"Apple Inc." ≠ "apple (fruit)" despite same word
Attributes	Founding date, location, industry
Relationships	Connections to other entities (e.g. Apple Inc. → Steve Jobs, iPhone)

Entity SEO = optimizing so search engines can identify, categorize, and connect your brand/product/author within the knowledge graph. Keywords are ambiguous; entities maintain consistent meaning across contexts.

Why Entity SEO Matters

• Search evolution: Google uses entities to understand intent, not just match phrases
• Knowledge Graph: Billions of entities and relationships; disambiguation, related concepts
• AI search: Entity-optimized content ~3.2× more visible in AI results
• E-E-A-T: Entity signals support Experience, Expertise, Authoritativeness, Trust. See eeat-signals
• GEO: AI Overviews, Copilot, Perplexity cite entities; clear identity improves citation. See generative-engine-optimization

Entity Signals (Content Best Practices)

Practice	Purpose
Clear brand/product name	Consistent naming; avoid confusion with similar entities
Author identity	Person schema; author bio; link to author page
Organization identity	Organization schema site-wide; logo, sameAs
Citable paragraphs	Each block understandable on its own; supports AI extraction
Consistency	Same name, description, logo across website, social, directories

Schema for Entity SEO

Organization

• Placement: Minimum—homepage; Optimal—root layout / global component (layout.tsx, _document, global header) so it appears on every page. Do not confine to About page; About uses AboutPage schema. See schema-markup for full placement table.
• Required: @id, name, url; add logo, sameAs (social, Wikidata)
• Optional: description, address, contactPoint; use most specific type (LocalBusiness, SoftwareApplication, etc.) when applicable

@id: Use stable URL (e.g. https://example.com/#organization) for entity linking across pages. Link Organization ↔ WebSite on homepage for sitelinks searchbox.

Person

• Use: Author pages; Article author; team members
• Properties: name, url; affiliation (Organization); sameAs (LinkedIn, Twitter)
• @id: Enables entity linking; e.g. https://example.com/author/jane/#person

See schema-markup for full VideoObject, Article, Product, etc.; Organization and Person are core for entity SEO.

Knowledge Panel & Knowledge Card

Feature	Description	Obtainability
Knowledge Panel	Entity info (brand, person, place) in SERP	WikiData, partnerships; most sites cannot directly obtain
Knowledge Card	Top-of-SERP semantic answer	Same as Knowledge Panel

Actions (limited control):

• Claim: Google Business Profile; suggest updates when available
• Consistency: Same brand name, description, logo across all platforms
• Entity Home: Authoritative About page as primary reference
• WikiData / Wikipedia: Can support Knowledge Panel generation

See serp-features for Knowledge Panel in SERP context; multi-domain-brand-seo for Hub-Spoke entity consistency.

Entity & Multi-Domain / Brand

When using multiple domains (Hub-Spoke):

• Consistency: Same brand name, description, logo across Hub and Spoke
• Entity Home: Authoritative About page on Hub as primary reference
• Schema: Organization with subOrganization for related entities
• Entity confusion: Avoid legacy brands, sub-brands, directories diluting brand perception

See multi-domain-brand-seo for full strategy.

GEO & AI Citation

Entity signals strengthen GEO citation:

• Direct-answer format + entity signals = clearer AI extraction
• Citable paragraphs with clear brand/product/author identity
• Distribution: Website, YouTube, forums, Reddit—consistent entity identity across platforms

See generative-engine-optimization for full GEO strategy.

Output Format

• Entity audit (brand, product, author identity gaps)
• Schema (Organization, Person; @id placement)
• Consistency checklist (name, logo, description across touchpoints)
• Knowledge Panel (claim if eligible; suggest updates)

Related Skills

• schema-markup: Organization, Person; @id for entity linking
• eeat-signals: E-E-A-T; author bio; Person schema
• generative-engine-optimization: GEO; entity signals for AI citation
• serp-features: Knowledge Panel, Knowledge Card; SERP context
• multi-domain-brand-seo: Entity & Knowledge Panel; Hub-Spoke consistency
• about-page-generator: Entity Home; authoritative brand reference