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ai-visibility

100 / 100 · Low risk

Fine to try.

By Ryze-AI-Adgent/open-seo-mcp-skills (GitHub) · marketing · 9,180 stars · scanned at commit f587b0a

Measure real AI-engine visibility — traffic from ChatGPT, Perplexity, Claude, Gemini and which pages they cite — from actual GA4 referral data, not prompt sampling. Use when asked "AI visibility", "GEO/AEO check", "do LLMs cite us", "traffic from ChatGPT", or "how do we show up in AI search".

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

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

if [ -e ~/.agents/skills/'ai-visibility' ] || [ -L ~/.agents/skills/'ai-visibility' ]; then echo 'A skill folder named ai-visibility already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills' "$d" && git -C "$d" checkout --quiet 'f587b0a69dc1ed92b65cdb241e4f14985b1031fd' -- 'skills/ai-visibility' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/ai-visibility' ~/.agents/skills/'ai-visibility' && 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/'ai-visibility' ~/.claude/skills/'ai-visibility' (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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