SEO
Nexus-JPF/note-companion
Use and read this skill immediately if the user request is in any way related to SEO or a site's organic search or AI search presence.
Measure real AI-engine visibility — traffic from ChatGPT, Perplexity, Claude, Gemini and which pages they cite — from actual GA4 referral data, not prompt sampling.
Install AI Visibility
$ npx skills add Ryze-AI-Adgent/open-seo-mcp-skills --skill ai-visibility -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Ryze-AI-Adgent/open-seo-mcp-skills ai-visibility --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ai-visibility .claude/skills/ai-visibility && rm -rf skills-srcUse ~/.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/
Install the "ai-visibility" agent skill from https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills/tree/main/skills/ai-visibility into .claude/skills/ai-visibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-visibility", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills/tree/main/skills/ai-visibilityType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Ryze-AI-Adgent/open-seo-mcp-skills --skill ai-visibility -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Ryze-AI-Adgent/open-seo-mcp-skills ai-visibility --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ai-visibility .agents/skills/ai-visibility && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ai-visibility" agent skill from https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills/tree/main/skills/ai-visibility into .agents/skills/ai-visibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-visibility", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Ryze-AI-Adgent/open-seo-mcp-skills --skill ai-visibility -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Ryze-AI-Adgent/open-seo-mcp-skills ai-visibility --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ai-visibility .cursor/skills/ai-visibility && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ai-visibility" agent skill from https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills/tree/main/skills/ai-visibility into .cursor/skills/ai-visibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-visibility", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills.git --path skills/ai-visibility--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Ryze-AI-Adgent/open-seo-mcp-skills --skill ai-visibility -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Ryze-AI-Adgent/open-seo-mcp-skills ai-visibility --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ai-visibility .gemini/skills/ai-visibility && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ai-visibility" agent skill from https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills/tree/main/skills/ai-visibility into .gemini/skills/ai-visibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-visibility", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Ryze-AI-Adgent/open-seo-mcp-skills ai-visibilityInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Ryze-AI-Adgent/open-seo-mcp-skills --skill ai-visibility -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ai-visibility .github/skills/ai-visibility && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ai-visibility" agent skill from https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills/tree/main/skills/ai-visibility into .github/skills/ai-visibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-visibility", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Ryze-AI-Adgent/open-seo-mcp-skills --skill ai-visibility -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Ryze-AI-Adgent/open-seo-mcp-skills ai-visibility --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ai-visibility .opencode/skills/ai-visibility && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ai-visibility" agent skill from https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills/tree/main/skills/ai-visibility into .opencode/skills/ai-visibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-visibility", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
ai-visibility- GitHub stars
- 4.7k
- Token cost
- ~611 tokens
- SKILL.md length
- 260 words
- Files
- 1
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- MIT
At a glance
Measure real AI-engine visibility — traffic from ChatGPT, Perplexity, Claude, Gemini and which pages they cite — from actual GA4 referral data, not prompt sampling.
- Works in 6 steps: Traffic by engine.… → Trend.… → Cited pages.… → …
- Asked AI visibility
- SKILL.md covers Requires, Workflow, Output and Fallback
- Calls claude; reaches connector.get-ryze.ai
What it does
AI Visibility is an agent skill from Ryze-AI-Adgent/open-seo-mcp-skills. 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".
Its SKILL.md is about 610 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Marketing & SEO, covering AI search optimization. It works with Google Analytics, OpenAI, Perplexity and Model Context Protocol. The repository describes itself as: Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI visibility on your real GSC/GA4/ads data. claude mcp add…. The licence is MIT.
When your agent uses it
- Asked AI visibility
- Do LLMs cite us
- Traffic from ChatGPT
- How do we show up in AI search
Example prompts
- “AI visibility”
- “GEO/AEO check”
- “do LLMs cite us”
- “/ai-visibility”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Traffic by engine. google_analytics__getAiTrafficByEngine — sessions per AI source (ChatGPT, Perplexity, Gemini, Claude, Copilot…)…
- Trend. google_analytics__getAiTrafficDaily — is AI traffic growing, and did anything spike (a spike = something started citing you; find…
- Cited pages. google_analytics__getAiLandingPages — which URLs AI engines actually send people to. These are your proven-citable pages.
- Referral detail. google_analytics__getAIReferrals for source-level detail and conversions — is AI traffic converting better or worse than…
- Diagnose the winners. Read the top 2–3 cited pages (fetch them). Note the pattern: direct answers high on the page, stats/definitions…
- Find the misses. Cross-reference with google_search_console__runRawSearchAnalytics: pages with strong organic queries but zero AI…
What it can do on your machine
Read from SKILL.md and the folder at commit 81ac50e. 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
Shell commands in SKILL.md call:
claude
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
connector.get-ryze.ai
Also links to:
get-ryze.ai
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 Visibility loads about 611 tokens when it runs. Until then it costs about 77 tokens; SKILL.md has 260 words of instructions outside code blocks.
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
The full file from Ryze-AI-Adgent/open-seo-mcp-skills at commit 81ac50e, republished under its MIT licence (© Ryze-AI-Adgent). 260 words, ~611 tokens.
Download SKILL.mdSave it as
.claude/skills/ai-visibility/SKILL.md (or your agent's skills folder).- name
- ai-visibility
- description
- 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".
AI Visibility
Requires
The free Ryze MCP connector (https://connector.get-ryze.ai/mcp). Claude Code: claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp. claude.ai / Desktop / Cursor: add it as a custom connector with the same URL. Setup: https://www.get-ryze.ai/how-to-connect-claude-to-google-meta-ads-mcp
Every "AI visibility tracker" samples prompts and guesses. GA4 records the actual clicks AI engines send. Measure the real thing first, then diagnose.
Workflow
- Traffic by engine.
google_analytics__getAiTrafficByEngine— sessions per AI source (ChatGPT, Perplexity, Gemini, Claude, Copilot…), current vs previous period. - Trend.
google_analytics__getAiTrafficDaily— is AI traffic growing, and did anything spike (a spike = something started citing you; find it). - Cited pages.
google_analytics__getAiLandingPages— which URLs AI engines actually send people to. These are your proven-citable pages. - Referral detail.
google_analytics__getAIReferralsfor source-level detail and conversions — is AI traffic converting better or worse than organic. - Diagnose the winners. Read the top 2–3 cited pages (fetch them). Note the pattern: direct answers high on the page, stats/definitions, clean headings, schema. That pattern is the citation recipe for this site.
- Find the misses. Cross-reference with
google_search_console__runRawSearchAnalytics: pages with strong organic queries but zero AI referrals — candidates to restructure toward the citation recipe from step 5.
Output
Verdict (AI traffic share of organic, trend, top engine), then: engine table, cited-pages table with conversions, the citation recipe observed on winning pages, and a top-5 list of pages to restructure. Keep it concrete — name the pages and the exact change.
Fallback
If the GA4 AI-traffic tools aren't available in the workspace, build the same report with google_analytics__runRawReport filtered on sessionSource matching known AI referrers (chatgpt.com, perplexity.ai, gemini.google.com, claude.ai, copilot.microsoft.com).
© Ryze-AI-Adgent, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/ai-visibility of Ryze-AI-Adgent/open-seo-mcp-skills.
Open the folder on GitHubat commit 81ac50e
Compare with similar skills
AI Visibility 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| AI Visibility this skillRyze-AI-Adgent/open-seo-mcp-skills | 4.7k | — | ~611 | Automated safety check: Pass | MIT | |
| SEONexus-JPF/note-companion | 870 | — | ~2.2k | Automated safety check: Pass | MIT | |
| Geo Scorejianruntech/geo-score | 582 | — | ~2.9k | Automated safety check: Pass | MIT | |
| Geo AI Readinessspronta/crawlie | 114 | — | ~766 | Automated safety check: Pass | Custom licence | |
| Global SEO Growthminhnv0807/ai-business-skills | 609 | — | ~5k | Automated safety check: Pass | MIT | |
| AI Traffic Trackingkostja94/marketing-skills | 1k | — | ~959 | Automated safety check: Pass | MIT |
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Related
Categories
Questions about AI Visibility
What does AI Visibility do?
Measure real AI-engine visibility — traffic from ChatGPT, Perplexity, Claude, Gemini and which pages they cite — from actual GA4 referral data, not prompt sampling. AI Visibility is an agent skill from Ryze-AI-Adgent/open-seo-mcp-skills. Measure real AI-engine visibility — traffic from ChatGPT, Perplexity, Claude, Gemini and which pages they cite — from actual GA4 referral data, not prompt sampling.
When should I use AI Visibility?
AI Visibility fits situations like: asked AI visibility; do LLMs cite us; traffic from ChatGPT; how do we show up in AI search.
How do I install AI Visibility in Claude Code?
Run `npx skills add Ryze-AI-Adgent/open-seo-mcp-skills --skill ai-visibility -a claude-code`. Or copy the skill folder (skills/ai-visibility in Ryze-AI-Adgent/open-seo-mcp-skills) into .claude/skills/ai-visibility in your project. Claude Code loads it when a task matches its description.
How do I install AI Visibility in Codex?
Run `npx skills add Ryze-AI-Adgent/open-seo-mcp-skills --skill ai-visibility -a codex`. Or copy the skill folder (skills/ai-visibility in Ryze-AI-Adgent/open-seo-mcp-skills) into .agents/skills/ai-visibility in your project. Codex loads it when a task matches its description.
Can I use AI Visibility 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 Ryze-AI-Adgent/open-seo-mcp-skills --skill ai-visibility -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-visibility, .gemini/skills/ai-visibility, .github/skills/ai-visibility and .opencode/skills/ai-visibility in your project.
What does AI Visibility need to run?
Going by SKILL.md and its folder, AI Visibility needs the command-line tools its instructions call (claude).
Does AI Visibility access the network?
SKILL.md names 2 domains. In commands or code: connector.get-ryze.ai; the agent is likely to contact it when it follows the instructions. As links in the text: get-ryze.ai. This is read from the text; nothing was executed.
Is AI Visibility 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 Visibility use?
AI Visibility is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does AI Visibility use?
About 611 tokens (SKILL.md is roughly 2.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to AI Visibility?
Skills that share tags, products or a category with AI Visibility: SEO (Nexus-JPF/note-companion, 870 stars), Geo Score (jianruntech/geo-score, 582 stars), Geo AI Readiness (spronta/crawlie, 114 stars) and Global SEO Growth (minhnv0807/ai-business-skills, 609 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains AI Visibility?
Ryze-AI-Adgent (a GitHub organization) maintains it in Ryze-AI-Adgent/open-seo-mcp-skills, which has 4,672 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 24, 2026.
Source: Ryze-AI-Adgent/open-seo-mcp-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.