Entity Optimizer
Builds and audits entity signals across Google's Knowledge Graph, Wikidata, Wikipedia, and AI systems so search engines and LLMs know what your brand actually is. Covers all six signal categories (47 signals total), checks whether you have a Knowledge Panel, tests if ChatGPT can identify your entity, and writes a canonical profile you can reuse across other skills. Useful when you have no Knowledge Panel, when AI systems confuse your brand with someone else's, or when you're establishing a new entity that needs to exist in structured data before it can be cited. Outputs follow a strict schema that downstream SEO and GEO skills depend on. Includes multilingual triggers and a GDPR prompt for EU person entities.
- skills.sh installs
- 4.7K
- GitHub stars
- 242
- last updated
- Aug 21, 2026
Install
$ npx -y skills add aaron-he-zhu/seo-geo-claude-skills --skill entity-optimizer --agent claude-codeInstalls into .claude/skills of the current project.
Files
entity-optimizer has moved
[!IMPORTANT]
seo-geo-claude-skillsis now a signpost repo — its skills are no longer developed here. This file exists only so older links tocross-cutting/entity-optimizer/keep resolving.
Active version: protocol/entity-optimizer in the aaron-marketing-skills bundle.
Frozen standalone copy (unchanged, tag v9.9.12): cross-cutting/entity-optimizer/SKILL.md.
Install the active skill from the bundle:
npx skills add aaron-he-zhu/aaron-marketing-skills -s entity-optimizer
Full 20 → 16 mapping: see the repo README.
Sponsors
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- Repository
- github.com/aaron-he-zhu/seo-geo-claude-skills
- Category
- Marketing & SEO
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