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ai-seo

An agent skill by coreyhaines31, from coreyhaines31/marketingskills. Tags: ai, analytics, content-strategy, search, seo.

What it does

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,' 'zero-click search,' 'how do I show up in AI answers,' 'LLM mentions,' 'optimize for Claude/Gemini,' 'llms.txt,' 'llms-full.txt,' 'OKF,' 'Open Knowledge Format,' 'knowledge bundle,' 'agent-readable site,' 'agent readiness,' 'is my site agent-ready,' 'WebMCP,' 'do listicles still work for AI,' 'ChatGPT stopped citing comparison pages,' or 'AI citation format shift.' Use this whenever someone wants their content to be cited or surfaced by AI assistants and AI search engines. For traditional technical and on-page SEO audits, see seo-audit. For structured data implementation, see schema.

Install

With the skills CLI, which installs into Claude Code, Codex, Cursor and other agents:

npx skills add coreyhaines31/marketingskills --skill ai-seo

Or copy the skill folder into Claude Code's skills directory by hand (~/.claude/skills for every project, or .claude/skills inside one):

git clone --depth 1 https://github.com/coreyhaines31/marketingskills
cp -r marketingskills/skills/ai-seo ~/.claude/skills/ai-seo

Safety box score

Grade B, low risk: 18 of 100 risk points, rated 2026-09-27. The grade rates what the skill and its scripts can reach on the machine of whoever installs it, across eight categories from shell execution to secrets access. How the score works.

This is a marketing/SEO guidance skill that helps optimize content, robots.txt, llms.txt, schema, and third-party presence for AI search visibility. The main risks are networked side effects: it recommends running a registry-fetched checker (`npx is-agentic`) and using external monitoring/vendor services, plus making public-facing site and profile changes.

Category levels, from 0 (none) to 3 (high)
CategoryLevelWhy
Code & shell execution1 (low)It recommends running `npx is-agentic yourdomain.com`, which executes a third-party package from the npm registry, but only as an optional diagnostic.
Network access2 (moderate)The skill explicitly sends users to external tools and platforms (`npx is-agentic`, Otterly AI, Peec AI, ZipTie, LLMrefs, ChatGPT/Perplexity/Google checks), so site/query data can leave the machine.
Filesystem reach1 (low)It asks for repo/site files like `robots.txt`, `/llms.txt`, `/pricing.md`, `/okf/`, and sitemap changes, but not system paths or recursive deletes.
Secrets & credentials0 (none)No tokens, passwords, browser sessions, keychains, or `.env` files are requested.
Privilege & persistence0 (none)There is no sudo, global install, service registration, or shell/OS configuration requirement.
Instruction hijack surface0 (none)The files are guidance text only; they do not instruct the agent to ignore its rules, hide behavior, or fetch and obey remote instructions.
Irreversible actions1 (low)It can lead to publishing public content and updating third-party profiles, but it does not autonomously perform those actions.
Transparency0 (none)All supplied files are plain markdown/config; there are no binaries, minified blobs, or decoded-at-runtime payloads.

Before installing

Rated 2026-09-27 by an automated review of 10 files from the skill's repository.

Source

Repository
coreyhaines31/marketingskills (all skills from this repository)
Path
skills/ai-seo/SKILL.md
Branch
main
Collection
marketingskills
Updated
2026-09-21