Optimize For Ai
The optimize-for-ai skill helps content creators and SEO professionals get their material cited by AI search engines like ChatGPT, Perplexity, Claude, and Google AI Overviews through citation architecture, structured data, and authority signals. It addresses the shift from traditional search ranking to AI citation, teaching users to format content with clear definitions, comparison tables, original research, and comprehensive coverage that AI systems can easily extract and reference. The skill is designed for anyone wanting to appear in AI-generated answers rather than compete in traditional search rankings.
- skills.sh installs
- 6.6K
- GitHub stars
- 21
- last updated
- Aug 21, 2026
Install
$ npx -y skills add calm-north/seojuice-skills --skill optimize-for-ai --agent claude-codeInstalls into .claude/skills of the current project.
Files
Optimize for AI
Optimize for AI search engines (ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews) using citation architecture, E-E-A-T signals, and brand entity building.
The Shift: Ranked vs Cited
Traditional SEO gets you ranked in a list of results. AI SEO gets you cited as a source in AI-generated answers. The difference matters:
- AI systems select sources based on content quality, structure, and authority — not just ranking position
- AI Overviews appear in a growing share of Google searches and can significantly reduce website clicks
- Well-structured, authoritative content gets cited far more often than unstructured content
- Being cited by AI builds brand trust in a way traditional rankings cannot
Content That Gets Cited
What AI Systems Look For
AI systems extract information from content. The easier it is to extract, the more likely it gets cited:
Definitions and clear statements
- "X is Y" format — unambiguous, extractable
- Place definitions early in the content, right after the heading
- Avoid burying answers in lengthy introductions
Sponsors
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- Repository
- github.com/calm-north/seojuice-skills
- Categories
- Debugging, Marketing & SEO
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