Individual skill
seo-ai-visibility
Audits and fixes both halves of being found — classic search and AI answers. Search side: rankings, site structure, page speed, titles and descriptions, and content that answers what customers search for. AI side: whether assistant crawlers can reach the site, pages render without JavaScript, an llms.txt file, schema.org data, and presence in the directories assistants read. For online stores it also runs a bulk catalog cleanup, rewriting product titles, descriptions, alt text, and SEO fields in approved batches. Works on any public website with no connector. Use this whenever the owner talks about being found online, including "nobody finds us on Google," "how do I show up in ChatGPT," "make my website AI friendly," "SEO audit," "GEO," "AEO," "AI search visibility," "my competitor ranks above me," "fix my product listings," or "I asked an AI about my industry and we weren't in the answer."
skills-imported/seo-ai-visibility/SKILL.md
Source commit faf37c0859ebf627bfcb5225e8057d088691e0ae
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- Yes
- Observed behavior
- Instructions only
- Last checked
- Nov 11, 2026
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Repository context
- Repository stars (not skill ratings)
- 56
- Repository last updated
- Oct 10, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent-skills Repository topic
- ai-agents Repository topic
- ai-agents-automation Repository topic
- ai-skills Repository topic
- awesome Repository topic
- awesome-list Repository topic
- chatgpt Repository topic
- claude-skills Repository topic
- meta-ai Repository topic
- muse-ai Repository topic
- marketing Derived category
- writing Derived category
- data Derived category
- security Derived category
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SKILL.mdcore · 11,478 bytesreference/ai_visibility.mddoc · 7,112 bytesreference/audit_checklist.mddoc · 5,536 bytesreference/catalog_refresh.mddoc · 5,675 bytesreference/content_rewrite.mddoc · 4,879 bytesreference/gotchas.mddoc · 6,364 bytes
Read excerpt
<!-- Provenance: adapted from anthropics/knowledge-work-plugins (Apache-2.0, (c) Anthropic).
Original skill: https://github.com/anthropics/knowledge-work-plugins/tree/main/small-business/skills/seo-ai-visibility. Changes for Muse AI: Claude/Cowork product refs -> Muse AI; MCP -> connector; CLAUDE.md -> MUSE.md; ${CLAUDE_PLUGIN_ROOT} -> this skill's directory; /plugin:command refs -> skill refs. -->
# SEO and AI Visibility
Make the business findable by search engines and by AI assistants, using open, published standards. Nothing here is a trick.
## The positioning rule, and why it holds
**This skill improves how well a site can be read, understood, and quoted accurately. It never tries to influence what any assistant recommends.**
Every technique here is a public standard or a documented best practice: robots.txt, schema.org, llms.txt, clean HTML, accurate facts, real business listings. They exist so machines can read a site correctly.
