Individual skill
ai-search-visibility-audit
Audit whether a website can be found, crawled, and cited by AI answer engines such as ChatGPT Search, Perplexity, Google AI Overviews, and Microsoft Copilot. Use when someone asks why their brand is missing from AI answers, whether AI crawlers can read their site, how to get cited by ChatGPT or Perplexity, or asks for a GEO or AEO (generative / answer engine optimization) review. Produces a citation baseline across buyer-intent prompts, a crawler-access check, a citability review of named pages, and a ranked fix list. Not for keyword rank tracking, paid search, or pages behind a login.
plugins/all-skills/skills/ai-search-visibility-audit/SKILL.md
Source commit 82ce2112b080810c6b72939201d6a53876116e12
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 3,735
- Repository last updated
- Nov 9, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- claude Repository topic
- claude-code Repository topic
- subagents Repository topic
- commands Repository topic
- claude-code-commands Repository topic
- cli-tool Repository topic
- mcp Repository topic
- mcp-server Repository topic
- mcp-tools Repository topic
- claude-skills Repository topic
- marketing Derived category
- security Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 9,760 bytes
Read excerpt
# AI search visibility audit
Classic SEO asks "do we rank for this keyword". AI answer engines do not rank.
They retrieve a handful of sources and synthesize one answer. A site can sit at
the top of page one and never be quoted. This skill audits the second thing.
Run the four phases in order. Do not skip Phase 1: without a citation baseline
everything after it is speculation.
## Scope and limits
- Read only publicly accessible URLs and `robots.txt`.
- Respect the target site's `robots.txt` and terms of service. Do not attempt to
bypass authentication, paywalls, rate limits, or access controls.