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Optimizing for Generative Engines

Agent skill
1 skill

Use when optimizing content for AI search ("GEO"), getting cited in ChatGPT, Claude, Perplexity, or Gemini, ranking in Google AI Overviews, making a page LLM-citable, defending against AI-citation decay, or running an "AI SEO" pass on existing content. Triggers on phrases like "optimize for AI search", "GEO", "get cited in ChatGPT", "Perplexity ranking", "AI Overview optimization", "make this LLM-citable", "AI SEO". Cross-cuts the content lifecycle — fires per-page on growth content, becomes critical on mature pages for citation defense.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

Use when optimizing content for AI search ("GEO"), getting cited in ChatGPT, Claude, Perplexity, or Gemini, ranking in Google AI Overviews, making a page LLM-citable, defending against AI-citation decay, or running an "AI SEO" pass on existing content. Triggers on phrases like "optimize for AI search", "GEO", "get cited in ChatGPT", "Perplexity ranking", "AI Overview optimization", "make this LLM-citable", "AI SEO". Cross-cuts the content lifecycle — fires per-page on growth content, becomes critical on mature pages for citation defense.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

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Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 087ab646792be636cbd64c2cccc3c97245cf19ce217a6cdfdd16845556344a49

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About this listing

Category
General
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Optimizing for Generative Engines | Agent Skills Atlas