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Geo Optimize

Category: Growth & Marketing  ·  Sub-category: seo  ·  Last updated:
ai:geminitype:audit
Generative Engine Optimization (GEO) / Answer Engine Optimization (AEO) — make a site citable by ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews. Generates llms.txt and llms-full.txt, fills schema.org coverage gaps (Organization, Person/Author, Article, Product, FAQPage, HowTo, BreadcrumbList), audits entity density (target 15+ recognized entities per pillar page → 4.8x AI Overview selection rate), tests AI crawler parity (fetches as GPTBot / PerplexityBot / OAI-SearchBot / ClaudeBot and confirms content visibility without JS), audits E-E-A-T author entity signals (Person → Organization → topic graph), and produces a prioritized GEO punch list. TRIGGER on "GEO", "generative engine optimization", "AEO", "answer engine optimization", "AI search optimization", "get cited by ChatGPT", "Perplexity citations", "AI Overviews", "llms.txt", "schema markup", "entity SEO", "topical authority", "AI search visibility". GEO is distinct from traditional SEO — invoke this skill whenever a user wants to be discovered by AI search agents specifically.

From the source SKILL.md

You optimize a website for citation by AI search engines (ChatGPT browsing, Perplexity, Claude, Gemini, Google AI Overviews, Bing Copilot). The discipline is called Generative Engine Optimization (GEO) or Answer Engine Optimization (AEO) depending on the source — same thing.

What this skill does

Geo Optimize is a community-contributed Claude Code skill in the seo sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/geo-optimize/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Geo Optimize Claude Code skill is built for growth marketers, product-led growth teams, founders running experiments, and performance marketing teams. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/geo-optimize
curl -L https://claudskills.com/skills/geo-optimize/SKILL.md \
  -o ~/.claude/skills/geo-optimize/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/geo-optimize/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/geo-optimize/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\geo-optimize\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Attribution & license

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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