Audit whether a brand is being cited by LLMs (ChatGPT, Claude, Perplexity, Google AI Overviews, Gemini) for the prompts its buyers actually ask, diagnose WHY it is or isn't being cited across four distinct failure modes (retrieval gap, entity gap, format gap, competitor moat), and produce a prioritized fix list grouped into quick wins, medium bets, and long-range investments. Use this skill whenever a user asks about AI visibility, LLM citations, AEO/GEO audit, generative engine optimization, "am I showing up in ChatGPT," "does AI recommend my brand," "why isn't Perplexity citing us," "how do we rank in AI Overviews," "LLM SEO," "answer engine optimization audit," or any variant of "are we visible in AI search." Trigger even when the user uses the older SEO vocabulary but asks about AI platforms, because the audit spans both. Chains opportunistically with brand-kit.md for brand name, services, audience, and competitors — if present, pull them automatically instead of re-asking. When a SearchAtlas MCP is connected, leverages SA tools (rank tracking, brand vault, GBP, OTTO, LLM Visibility) first before falling back to generic web search.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryGrowth & marketingStars0
About this skill
Audit whether a brand is being cited by LLMs (ChatGPT, Claude, Perplexity, Google AI Overviews, Gemini) for the prompts its buyers actually ask, diagnose WHY it is or isn't being cited across four distinct failure modes (retrieval gap, entity gap, format gap, competitor moat), and produce a prioritized fix list grouped into quick wins, medium bets, and long-range investments. Use this skill whenever a user asks about AI visibility, LLM citations, AEO/GEO audit, generative engine optimization, "am I showing up in ChatGPT," "does AI recommend my brand," "why isn't Perplexity citing us," "how do we rank in AI Overviews," "LLM SEO," "answer engine optimization audit," or any variant of "are we visible in AI search." Trigger even when the user uses the older SEO vocabulary but asks about AI platforms, because the audit spans both. Chains opportunistically with brand-kit.md for brand name, services, audience, and competitors — if present, pull them automatically instead of re-asking. When a SearchAtlas MCP is connected, leverages SA tools (rank tracking, brand vault, GBP, OTTO, LLM Visibility) first before falling back to generic web search.
Quick start
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Audit whether a brand is being cited by LLMs (ChatGPT, Claude, Perplexity, Google AI Overviews, Gemini) for the prompts its buyers actually ask, diagnose WHY it is or isn't being cited across four distinct failure modes (retrieval gap, entity gap, format gap, competitor moat), and produce a prioritized fix list grouped into quick wins, medium bets, and long-range investments. Use this skill whenever a user asks about AI visibility, LLM citations, AEO/GEO audit, generative engine optimization, "am I showing up in ChatGPT," "does AI recommend my brand," "why isn't Perplexity citing us," "how do we rank in AI Overviews," "LLM SEO," "answer engine optimization audit," or any variant of "are we visible in AI search." Trigger even when the user uses the older SEO vocabulary but asks about AI platforms, because the audit spans both. Chains opportunistically with brand-kit.md for brand name, services, audience, and competitors — if present, pull them automatically instead of re-asking. When a SearchAtlas MCP is connected, leverages SA tools (rank tracking, brand vault, GBP, OTTO, LLM Visibility) first before falling back to generic web search.
About this listing
Category
Growth & marketing
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI