entity-optimizer

Audit and strengthen entity recognition across search engines and AI systems. Audits, builds, and maintains entity identity across search engines and AI systems. Entities — the people, organizations, products, and concepts that search engines and AI systems recognize as distinct things — are the foundation of how both Google and LLMs decide what a brand is and whether to cite it . Why entities matter for SEO + GEO: Audits entity presence across Knowledge Graph, Wikidata, Wikipedia, and AI systems; maps all 6 signal categories (47 signals); produces a gap analysis, building plan, and disambiguation strategy. Start with one of these prompts. Finish with a canonical entity profile and a handoff summary using the repository format in Skill Contract . Expected output : an entity audit, a canonical entity profile, and a short handoff summary ready for memory/entities/ . This skill is the sole writer of canonical entity profiles at memory/entities/ .md .