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seo-geo

An agent skill by AgriciDaniel, from AgriciDaniel/claude-seo. Tags: ai, optimization, search, seo, validation.

What it does

Optimize content for AI Overviews (formerly SGE), ChatGPT web search, Perplexity, and other AI-powered search experiences. Generative Engine Optimization (GEO) analysis including brand mention signals, AI crawler accessibility, llms.txt compliance, passage-level citability scoring, and platform-specific optimization. Use when user says "AI Overviews", "SGE", "GEO", "AI search", "LLM optimization", "Perplexity", "AI citations", "ChatGPT search", or "AI visibility".

Install

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

npx skills add AgriciDaniel/claude-seo --skill seo-geo

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/AgriciDaniel/claude-seo
cp -r claude-seo/skills/seo-geo ~/.claude/skills/seo-geo

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 read-and-report SEO audit skill: it fetches a target site, checks robots.txt and reference docs, and writes a `GEO-ANALYSIS.md` report. The main risks are outbound network lookups to the audited site and optional third-party SEO tools, plus one wrapper command that can execute an external update-check script.

Category levels, from 0 (none) to 3 (high)
CategoryLevelWhy
Code & shell execution2 (moderate)The skill tells the agent to run an external command, `"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run seo_updates.py --kind product --kind core --json`, which is real shell execution even though the shipped files are Markdown only.
Network access2 (moderate)It explicitly requires network access to the target site and robots.txt, and optionally to third-party services via `ai_optimization_chat_gpt_scraper` / `ai_opt_llm_ment_search`; those calls can send URLs and queries off-machine.
Filesystem reach1 (low)The skill writes a report file, `Generate GEO-ANALYSIS.md`, which is limited to the working directory but still creates or overwrites local files.
Secrets & credentials0 (none)The shipped files do not ask for passwords, tokens, `.env` files, browser sessions, or other credential stores.
Privilege & persistence0 (none)There is no request for sudo, global installs, services, scheduled tasks, or shell/OS configuration changes.
Instruction hijack surface0 (none)The content is domain guidance for SEO audits; it does not tell the agent to ignore its rules, hide actions, or follow remote instructions.
Irreversible actions0 (none)It produces an analysis report and recommendations only; it does not publish, deploy, pay, delete, or message on the user's behalf.
Transparency0 (none)All shipped files are readable Markdown/text, with no binaries, minified blobs, or unpinned installer downloads.

Before installing

Rated 2026-09-27 by an automated review of 4 files from the skill's repository.

Source

Repository
AgriciDaniel/claude-seo (all skills from this repository)
Path
skills/seo-geo/SKILL.md
Branch
main
Collection
claude-seo
Updated
2026-09-21