geo

90 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By Hainrixz/claude-seo-ai (GitHub) · coding · 87 stars · scanned at commit 0a7ef08

Analyze and score only a page's AI-search visibility (GEO/AEO) — answer extractability, fact density, AI-crawler access and Google AI-feature snippet eligibility, entity linking, AI discovery files, and agent-readiness — and report an AI Visibility score with a citability breakdown, plus optional unscored probes (web-search presence, Search Console generative-AI impressions). Read-only. Use for "will AI engines cite this?", GEO/AEO, or ChatGPT/Perplexity/Google AI Overviews/Gemini optimization.

Works with any agent that supports SKILL.md skills.

What this skill can do

Runs commands on your computer

The author does not mention this. It runs automatically when the plugin is installed. Expected for a coding skill.

Found in 4 places.

skills/geo/SKILL.md, line 32node "${CLAUDE_PLUGIN_ROOT}/scripts/probe-report.mjs" --host <host> \
skills/geo/SKILL.md, line 44node "${CLAUDE_PLUGIN_ROOT}/scripts/gsc-ai-import.mjs" --csv <file.csv> [--host <host>] [--history <dir>] \
hooks/hooks.json, line 9"command": "node \"${CLAUDE_PLUGIN_ROOT}/scripts/guard-write.mjs\" --data \"${CLAUDE_PLUGIN_DATA}\"",

Show 1 more

hooks/hooks.json, line 19"command": "node \"${CLAUDE_PLUGIN_ROOT}/scripts/guard-bash.mjs\" --data \"${CLAUDE_PLUGIN_DATA}\"",

Connects to the internet

The author does not mention this.

Found in 2 places.

scripts/lib/fetch.mjs, line 199const res = await fetch(url, { ...init, signal: ctrl.signal });
scripts/probe-report.mjs, line 139if (process.stdin.isTTY) return usage('provide --results <file.json> or pipe the WebSearch results on stdin', { input_shape: '{ host, queries: [ { query, result

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'geo' ] || [ -L ~/.agents/skills/'geo' ]; then echo 'A skill folder named geo already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Hainrixz/claude-seo-ai' "$d" && git -C "$d" checkout --quiet '0a7ef08986eabfa6452f7055cddb6582d074b9d7' -- 'skills/geo' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/geo' ~/.agents/skills/'geo' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'geo' ~/.claude/skills/'geo' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

Date	Version	Score
2026-11-07	`0a7ef08`	90