AI Visibility
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.
Audit how visible your brand is inside AI answers (ChatGPT, Claude, Gemini, Perplexity, AI Overviews).
$ npx skills add irinabuht12-oss/marketing-skills --skill ai-visibility-audit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install irinabuht12-oss/marketing-skills ai-visibility-audit --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/irinabuht12-oss/marketing-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ai-visibility-audit .claude/skills/ai-visibility-audit && 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-audit" agent skill from https://github.com/irinabuht12-oss/marketing-skills/tree/main/skills/ai-visibility-audit into .claude/skills/ai-visibility-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-visibility-audit", 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/irinabuht12-oss/marketing-skills/tree/main/skills/ai-visibility-auditType 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 irinabuht12-oss/marketing-skills --skill ai-visibility-audit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install irinabuht12-oss/marketing-skills ai-visibility-audit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/irinabuht12-oss/marketing-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ai-visibility-audit .agents/skills/ai-visibility-audit && 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-audit" agent skill from https://github.com/irinabuht12-oss/marketing-skills/tree/main/skills/ai-visibility-audit into .agents/skills/ai-visibility-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-visibility-audit", 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 irinabuht12-oss/marketing-skills --skill ai-visibility-audit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install irinabuht12-oss/marketing-skills ai-visibility-audit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/irinabuht12-oss/marketing-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ai-visibility-audit .cursor/skills/ai-visibility-audit && 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-audit" agent skill from https://github.com/irinabuht12-oss/marketing-skills/tree/main/skills/ai-visibility-audit into .cursor/skills/ai-visibility-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-visibility-audit", 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/irinabuht12-oss/marketing-skills.git --path skills/ai-visibility-audit--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 irinabuht12-oss/marketing-skills --skill ai-visibility-audit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install irinabuht12-oss/marketing-skills ai-visibility-audit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/irinabuht12-oss/marketing-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ai-visibility-audit .gemini/skills/ai-visibility-audit && 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-audit" agent skill from https://github.com/irinabuht12-oss/marketing-skills/tree/main/skills/ai-visibility-audit into .gemini/skills/ai-visibility-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-visibility-audit", 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 irinabuht12-oss/marketing-skills ai-visibility-auditInstalls 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 irinabuht12-oss/marketing-skills --skill ai-visibility-audit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/irinabuht12-oss/marketing-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ai-visibility-audit .github/skills/ai-visibility-audit && 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-audit" agent skill from https://github.com/irinabuht12-oss/marketing-skills/tree/main/skills/ai-visibility-audit into .github/skills/ai-visibility-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-visibility-audit", 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 irinabuht12-oss/marketing-skills --skill ai-visibility-audit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install irinabuht12-oss/marketing-skills ai-visibility-audit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/irinabuht12-oss/marketing-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ai-visibility-audit .opencode/skills/ai-visibility-audit && 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-audit" agent skill from https://github.com/irinabuht12-oss/marketing-skills/tree/main/skills/ai-visibility-audit into .opencode/skills/ai-visibility-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-visibility-audit", 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.
ai-visibility-auditAudit how visible your brand is inside AI answers (ChatGPT, Claude, Gemini, Perplexity, AI Overviews).
AI Visibility Audit is an agent skill from irinabuht12-oss/marketing-skills. Audit how visible your brand is inside AI answers (ChatGPT, Claude, Gemini, Perplexity, AI Overviews). Claude builds a prompt panel for your category, scores where you show up vs competitors, and turns the gaps into a prioritized fix list. Platform: AI visibility.
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 OpenAI, Perplexity and Model Context Protocol. The repository describes itself as: Claude skills for marketing: 49 free marketing skills for Claude Code and claude.ai (Google Ads, Meta Ads, SEO, AI visibility) + the Ryze Google Ads MCP / Meta Ads MCP: claude….
Read from SKILL.md and the folder at commit 1bb135e. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
claudeFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
connector.get-ryze.aiAlso links to:
get-ryze.aiFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
AI Visibility Audit loads about 611 tokens when it runs. Until then it costs about 71 tokens; SKILL.md has 307 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.
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.
Without a licence we can't republish the file, so here is its outline and opening line. It has 307 words (~611 tokens).
“Measures whether AI assistants recommend your brand when buyers ask category questions. Claude designs the question set your buyers actually ask, you run it across the major assistants, and Claude scores the results — mention rate, position, sentiment, and which…”
Just SKILL.md in skills/ai-visibility-audit of irinabuht12-oss/marketing-skills.
Open the folder on GitHubat commit 1bb135e
AI Visibility Audit 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 Audit this skillirinabuht12-oss/marketing-skills | 4.1k | — | ~611 | Automated safety check: Pass | None | |
| AI VisibilityRyze-AI-Adgent/open-seo-mcp-skills | 4.7k | — | ~611 | 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 | |
| SEONexus-JPF/note-companion | 870 | — | ~2.2k | Automated safety check: Pass | MIT | |
| Ansvisor Aeo Coach Standaloneansvisor/ansvisor | 134 | — | ~3k | Automated safety check: Pass | MIT |
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.
jianruntech/geo-score
Score a website's AI answer-engine visibility 0–100 against the open AIV rubric, and, with the user's own API keys, check and track through the OpenAI, Perplexity, Gemini and Anthropic APIs whether…
spronta/crawlie
Assess how ready a website is to be cited and answered by AI search and LLMs (Generative Engine Optimization / GEO) using crawlie.
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.
ansvisor/ansvisor
Standalone (no-MCP) version of the Ansvisor AEO Coach. An agent skill from ansvisor/ansvisor.
ansvisor/ansvisor
Acts as an Answer Engine Optimization (AEO) analyst for users running Ansvisor.
irinabuht12-oss/marketing-skills
Statistical significance calculator for A/B test results with sample size requirements, segment breakdowns, and hypothesis generation.
irinabuht12-oss/marketing-skills
Multi-channel budget optimization using MER, marginal ROAS, and diminishing returns analysis.
irinabuht12-oss/marketing-skills
Systematic competitive analysis covering positioning, messaging hierarchy, objection handling, and CTA strategy from landing page URLs or screenshots.
irinabuht12-oss/marketing-skills
Transform one long-form piece into multiple platform-specific content derivatives including LinkedIn posts, tweet threads, email snippets, ad hooks, and video scripts while maintaining voice…
irinabuht12-oss/marketing-skills
Full SEO workflow covering technical audits, content gaps, backlink opportunities, on-page fixes, and content briefs.
irinabuht12-oss/marketing-skills
Write complete nurture email sequences with subject lines, preview text, and body copy using proven copywriting formulas.
Works with
Categories
Audit how visible your brand is inside AI answers (ChatGPT, Claude, Gemini, Perplexity, AI Overviews). AI Visibility Audit is an agent skill from irinabuht12-oss/marketing-skills. Audit how visible your brand is inside AI answers (ChatGPT, Claude, Gemini, Perplexity, AI Overviews).
AI Visibility Audit fits situations like: tasks that involve AI search optimization.
Run `npx skills add irinabuht12-oss/marketing-skills --skill ai-visibility-audit -a claude-code`. Or copy the skill folder (skills/ai-visibility-audit in irinabuht12-oss/marketing-skills) into .claude/skills/ai-visibility-audit in your project. Claude Code loads it when a task matches its description.
Run `npx skills add irinabuht12-oss/marketing-skills --skill ai-visibility-audit -a codex`. Or copy the skill folder (skills/ai-visibility-audit in irinabuht12-oss/marketing-skills) into .agents/skills/ai-visibility-audit in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add irinabuht12-oss/marketing-skills --skill ai-visibility-audit -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-audit, .gemini/skills/ai-visibility-audit, .github/skills/ai-visibility-audit and .opencode/skills/ai-visibility-audit in your project.
Going by SKILL.md and its folder, AI Visibility Audit needs the command-line tools its instructions call (claude).
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.
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.
No licence was found for AI Visibility Audit or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
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.
Skills that share tags, products or a category with AI Visibility Audit: AI Visibility (Ryze-AI-Adgent/open-seo-mcp-skills, 4.7k stars), Geo Score (jianruntech/geo-score, 582 stars), Geo AI Readiness (spronta/crawlie, 114 stars) and SEO (Nexus-JPF/note-companion, 870 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
irinabuht12-oss (a GitHub user) maintains it in irinabuht12-oss/marketing-skills, which has 4,053 GitHub stars. The repository holds 48 skills in this directory. The repository was last updated on September 24, 2026.
Source: irinabuht12-oss/marketing-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.