How do I install the AI Visibility Audit skill?

Run npx skillmds@latest add irinabuht12-oss/ai-visibility-audit in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

What does the AI Visibility Audit skill do?

1/ AI Visibility Audit It is listed under Security on SkillMD.

Is AI Visibility Audit safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with AI Visibility Audit?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is AI Visibility Audit free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published AI Visibility Audit?

irinabuht12-oss (@irinabuht12-oss) published this skill. Their other Agent Skills are listed on their SkillMD profile.

AI Visibility Audit by irinabuht12-oss

Name: AI Visibility Audit
Author: irinabuht12-oss

File contents

1/ AI Visibility Audit

What it does

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 sources the answers cite.

How it works

Give Claude your brand, category, top 3 competitors, and target buyer. It generates a 30–50 prompt panel (category queries, comparison queries, "best X for Y" queries, problem queries). You paste in the AI answers you get back, and Claude builds a visibility scorecard plus a gap analysis: where competitors are cited and you're not, and which cited sources you could realistically get into.

Practical example

A B2B ads tool runs the panel and finds it's mentioned in 4 of 40 answers while a competitor appears in 26. Claude traces the competitor's mentions to three sources — a G2 category page, one comparison blog post ranking on page 1, and a Reddit thread — and outputs a plan targeting exactly those citation sources.

What you get back

A reusable prompt panel for your category
Visibility scorecard: mention rate, avg position, sentiment per assistant
Competitor citation map — which sources drive their mentions
Prioritized action list to win the missing citations

When to use it

First step before any AEO/GEO work — you need a baseline
Quarterly re-runs to track movement
Before pitching leadership on investing in AI visibility
After a rebrand or repositioning to check what AI "knows" about you

Data access (Ryze MCP)

This skill works best with live account data. Connect the free Ryze MCP once and Claude reads your Google Ads, Meta Ads, GA4 and Search Console directly:

claude.ai / Claude Desktop: Settings → Connectors → Add custom connector → https://connector.get-ryze.ai/mcp
Claude Code: claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp
Cursor: Settings → MCP → add the same URL

Setup guide: https://www.get-ryze.ai/how-to-connect-claude-to-google-meta-ads-mcp

---name: ai-visibility-auditdescription: 1/ AI Visibility Audit---# 1/ AI Visibility Audit## What it doesMeasures 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 sources the answers cite.## How it worksGive Claude your brand, category, top 3 competitors, and target buyer. It generates a 30–50 prompt panel (category queries, comparison queries, "best X for Y" queries, problem queries). You paste in the AI answers you get back, and Claude builds a visibility scorecard plus a gap analysis: where competitors are cited and you're not, and which cited sources you could realistically get into.## Practical exampleA B2B ads tool runs the panel and finds it's mentioned in 4 of 40 answers while a competitor appears in 26. Claude traces the competitor's mentions to three sources — a G2 category page, one comparison blog post ranking on page 1, and a Reddit thread — and outputs a plan targeting exactly those citation sources.## What you get back- A reusable prompt panel for your category- Visibility scorecard: mention rate, avg position, sentiment per assistant- Competitor citation map — which sources drive their mentions- Prioritized action list to win the missing citations## When to use it- First step before any AEO/GEO work — you need a baseline- Quarterly re-runs to track movement- Before pitching leadership on investing in AI visibility- After a rebrand or repositioning to check what AI "knows" about you## Data access (Ryze MCP)This skill works best with live account data. Connect the free Ryze MCP once and Claude reads your Google Ads, Meta Ads, GA4 and Search Console directly:- claude.ai / Claude Desktop: Settings → Connectors → Add custom connector → `https://connector.get-ryze.ai/mcp`- Claude Code: `claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp`- Cursor: Settings → MCP → add the same URLSetup guide: https://www.get-ryze.ai/how-to-connect-claude-to-google-meta-ads-mcp

Frequently asked questions

AI Visibility Audit