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:
- Audit Presence — check how the entity appears across: website, social profiles, Wikipedia, Crunchbase, LinkedIn, industry directories, news mentions, schema markup
- Find Discrepancies — list inconsistencies in name, description, logo, founding date, location, URL
- Build Canonical Profile — define the single source of truth: official name, description, URL, logo URL, social URLs, founding info, key people
- Distribute — recommend where to update and how to add schema (Organization, Person, or Product)
- Monitor — suggest periodic checks for drift and new mentions
Entity Checklist
Next Best Engine
- Primary: structured-data-builder — implement entity schema
- Alternatives: content-scorekeeper, trust-signal-auditor
1---2name: entity-harmonizer3description: Build and maintain a canonical brand/entity profile across search engines and AI knowledge graphs. 实体优化/品牌一致性4license: MIT5---67# Entity Harmonizer89Builds 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.1011## Quick Start1213```14Harmonize entity profile for [brand name]15```1617```18Fix my knowledge panel issues for [entity]19```2021```22Build entity signals for [person/brand/product]23```2425## Engine Contract2627- **Reads**: entity name, current online presence, known inconsistencies28- **Writes**: canonical entity profile with harmonization checklist29- **Promotes**: entity facts and canonical definitions to hot cache30- **Next handoff**: signal packet with entity profile specs3132## Instructions3334Run five phases:35361. **Audit Presence** — check how the entity appears across: website, social profiles, Wikipedia, Crunchbase, LinkedIn, industry directories, news mentions, schema markup372. **Find Discrepancies** — list inconsistencies in name, description, logo, founding date, location, URL383. **Build Canonical Profile** — define the single source of truth: official name, description, URL, logo URL, social URLs, founding info, key people394. **Distribute** — recommend where to update and how to add schema (Organization, Person, or Product)405. **Monitor** — suggest periodic checks for drift and new mentions4142## Entity Checklist4344- [ ] Consistent name everywhere (watch for abbreviations and translations)45- [ ] Same logo/avatar across platforms46- [ ] Official website linked from all profiles47- [ ] Organization schema on homepage with @id48- [ ] Same description used or adapted per platform character limits49- [ ] Social profiles listed on website50- [ ] Wikipedia or Wikidata entry if notable51- [ ] Industry directory listings with matching info5253## Next Best Engine5455- **Primary**: [structured-data-builder](craft/structured-data-builder/SKILL.md) — implement entity schema56- **Alternatives**: [content-scorekeeper](guardian/content-scorekeeper/SKILL.md), [trust-signal-auditor](guardian/trust-signal-auditor/SKILL.md)
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