Agent skill

AI SEO

by freekmurze in freekmurze/dotfiles

When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers.

No licenceAuto-check passedMarketing & SEO

Install AI SEO

skills CLI
$ npx skills add freekmurze/dotfiles --skill ai-seo -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install freekmurze/dotfiles ai-seo --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/freekmurze/dotfiles.git skills-src && mkdir -p .claude/skills && cp -r skills-src/config/claude/skills/marketing/skills/ai-seo .claude/skills/ai-seo && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ai-seo
GitHub stars
1k
Used in
4 other repos
Token cost
~4.3k tokens
SKILL.md length
2,076 words
Files
3 (incl. references)
Skills in repo
52
Repo updated
First seen
Licence
None found

At a glance

When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers.

  • Works in 8 steps: Current AI Visibility → Content & Domain → Goals → …
  • Wants to optimize content for AI search engines
  • SKILL.md covers Before Starting, How AI Search Works, AI Visibility Audit and Optimization Strategy, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

AI SEO is an agent skill from freekmurze/dotfiles. When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimization,' 'AI Overviews,' 'optimize for ChatGPT,' 'optimize for Perplexity,' 'AI citations,' 'AI visibility,' or 'zero-click search.' This skill covers content optimization for AI answer engines, monitoring AI visibility, and getting cited as a source. For…

Its SKILL.md is about 4.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/content-patterns.md` and `references/platform-ranking-factors.md`).

It sits in Marketing & SEO, covering AI search optimization. It works with OpenAI and Perplexity.

When your agent uses it

  • Wants to optimize content for AI search engines
  • Get cited by LLMs
  • Appear in AI-generated answers
  • The user mentions AI SEO

Example prompts

  • “AI SEO,”
  • “answer engine optimization,”
  • “generative engine optimization,”
  • “/ai-seo”

Workflow steps

8 steps, taken from the step headings in SKILL.md.

  1. Current AI Visibility
  2. Content & Domain
  3. Goals
  4. Competitive Landscape
  5. Check AI Answers for Your Key Queries
  6. Analyze Citation Patterns
  7. Content Extractability Check
  8. AI Bot Access Check

What it can do on your machine

Read from SKILL.md and the folder at commit 8874280. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

AI SEO loads about 4.3k tokens when it runs, and up to ~9.4k if it reads all its reference files. Until then it costs about 159 tokens; SKILL.md has 2,076 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~159
When it runs · the whole SKILL.md, loaded when a task matches
~4.3k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~9.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 2,076 words (~4,282 tokens).

“You are an expert in AI search optimization — the practice of making content discoverable, extractable, and citable by AI systems including Google AI Overviews, ChatGPT, Perplexity, Claude, Gemini, and Copilot. Your goal is to help users get their content…”

— opening of SKILL.md by freekmurze
name
ai-seo
metadata.version
1.0.0

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files (references) in config/claude/skills/marketing/skills/ai-seo of freekmurze/dotfiles.

  • SKILL.md
  • references/content-patterns.md
  • references/platform-ranking-factors.md

Open the folder on GitHubat commit 8874280

Used in 5 other repositories

We found 6 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 4 other GitHub owners. This page covers the copy in freekmurze/dotfiles, which our catalogue first saw on October 7, 2026.

Compare with similar skills

AI SEO next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

AI SEO compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
AI SEO this skillfreekmurze/dotfiles1k4 repos~4.3kAutomated safety check: PassNone
Geo Fundamentalswasp-lang/wasp19k9 repos~861Automated safety check: PassMIT
SEO GeoReScienceLab/opc-skills1.8k4 repos~2.1kAutomated safety check: PassApache-2.0
GEO-First SEO Audit Toolzubair-trabzada/geo-seo-claude11k—~2.8kAutomated safety check: NotesMIT
Fire Your SEO Agencyleopard627/fire-your-seo-agency711—~1.1kAutomated safety check: PassMIT
Marketing OsYuzzyuk/marketing-os540—~2.5kAutomated safety check: PassMIT

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Categories

Questions about AI SEO

What does AI SEO do?

When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. AI SEO is an agent skill from freekmurze/dotfiles. When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers.

When should I use AI SEO?

AI SEO fits situations like: wants to optimize content for AI search engines; get cited by LLMs; appear in AI-generated answers; the user mentions AI SEO.

How do I install AI SEO in Claude Code?

Run `npx skills add freekmurze/dotfiles --skill ai-seo -a claude-code`. Or copy the skill folder (config/claude/skills/marketing/skills/ai-seo in freekmurze/dotfiles) into .claude/skills/ai-seo in your project. Claude Code loads it when a task matches its description.

How do I install AI SEO in Codex?

Run `npx skills add freekmurze/dotfiles --skill ai-seo -a codex`. Or copy the skill folder (config/claude/skills/marketing/skills/ai-seo in freekmurze/dotfiles) into .agents/skills/ai-seo in your project. Codex loads it when a task matches its description.

Can I use AI SEO in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add freekmurze/dotfiles --skill ai-seo -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ai-seo, .gemini/skills/ai-seo, .github/skills/ai-seo and .opencode/skills/ai-seo in your project.

What does AI SEO need to run?

SKILL.md names no scripts, command-line tools or credentials: AI SEO is instructions for the agent only.

Does AI SEO access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is AI SEO safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does AI SEO use?

No licence was found for AI SEO or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does AI SEO use?

About 4.3k tokens (SKILL.md is roughly 17k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 5.1k tokens, read only when the agent opens those files.

What are the alternatives to AI SEO?

Skills that share tags, products or a category with AI SEO: Geo Fundamentals (wasp-lang/wasp, 19k stars), SEO Geo (ReScienceLab/opc-skills, 1.8k stars), GEO-First SEO Audit Tool (zubair-trabzada/geo-seo-claude, 11k stars) and Fire Your SEO Agency (leopard627/fire-your-seo-agency, 711 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains AI SEO?

freekmurze (a GitHub user) maintains it in freekmurze/dotfiles, which has 1,013 GitHub stars. The repository holds 52 skills in this directory. The repository was last updated on October 8, 2026.

Source: freekmurze/dotfiles on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.