knowledge-panel-playbook

This skill gives AI agents a structured framework for local SEO, Google Business Profile work, map-pack rankings, reviews, and visibility across ChatGPT, Gemini, Grok, and Google AI surfaces. It distinguishes map visibility through SoLV from AI mentions through SAIV; with the Local Falcon MCP it can analyze live data and scans, while without MCP it provides guidance and best practices.

Use this Claude Code skill to audit a page or entire site and receive prioritized findings across crawling, sitemaps, redirects, schema, Core Web Vitals, internal links, international SEO, and content quality. It also supports AI-search readiness and live citation checks across several answer engines. The lightweight reasoning layer works after installation, while browser measurements, citation tracking, and external data integrations require additional engines or your own API keys.

This skill audits a page for visibility in Google AI Overviews, ChatGPT Search, Perplexity, Gemini, and Copilot. It checks foundational SEO, debunked GEO tactics, extractability, authority, and citation readiness, then scores three pillars and proposes prioritized fixes; it reports what cannot be assessed without page access or performance data.

AI-SEO reviews a URL for factors that may affect citation by ChatGPT, Perplexity, Claude, and related search experiences. Its Claude Code commands cover citability, crawler access, llms.txt, structured data, content quality, technical SEO, and Markdown reporting, turning the audit into scores and concrete actions.