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Entity harmonizer

Skill excelle/seo-geo-toolkit/guardian/entity-harmonizer

Install
npx -y skills add excelle/seo-geo-toolkit --skill entity-harmonizer

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Build and maintain a canonical brand/entity profile across search engines and AI knowledge graphs. 实体优化/品牌一致性

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SKILL.md

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Entity Harmonizer

Builds a consistent brand/entity profile that search engines and AI systems recognize, remember, and cite correctly. Entity consistency is the foundation of both SEO and GEO.

Quick Start

Harmonize entity profile for [brand name]

Fix my knowledge panel issues for [entity]

Build entity signals for [person/brand/product]

Engine Contract

  • Reads: entity name, current online presence, known inconsistencies
  • Writes: canonical entity profile with harmonization checklist
  • Promotes: entity facts and canonical definitions to hot cache
  • Next handoff: signal packet with entity profile specs

Instructions

Run five phases:

  1. Audit Presence — check how the entity appears across: website, social profiles, Wikipedia, Crunchbase, LinkedIn, industry directories, news mentions, schema markup
  2. Find Discrepancies — list inconsistencies in name, description, logo, founding date, location, URL
  3. Build Canonical Profile — define the single source of truth: official name, description, URL, logo URL, social URLs, founding info, key people
  4. Distribute — recommend where to update and how to add schema (Organization, Person, or Product)
  5. Monitor — suggest periodic checks for drift and new mentions

Entity Checklist

  • Consistent name everywhere (watch for abbreviations and translations)
  • Same logo/avatar across platforms
  • Official website linked from all profiles
  • Organization schema on homepage with @id
  • Same description used or adapted per platform character limits
  • Social profiles listed on website
  • Wikipedia or Wikidata entry if notable
  • Industry directory listings with matching info

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