Audit website content for AI search citation performance using WCS baselines and CSR pipeline diagnosis.
npx skills add https://github.com/lugondev/claude-seo --skill seo-geo-lugondev
Please help me install this Agent Skill. Skill: seo-geo Source: https://github.com/lugondev/claude-seo/tree/main/skills/seo-geo Command: npx skills add https://github.com/lugondev/claude-seo --skill seo-geo-lugondev
seo-geo helps you diagnose and improve how your content is retrieved, selected, and cited by AI search systems (AI Overviews/SGE, ChatGPT web search, and Perplexity) so you can increase visibility and citations using a measurable baseline.
Use the seo-geo skill to run an AI search citation audit for your target page by providing the URL you want analyzed.
High-intent search queries and answers about installing and using this skill.
To audit content for AI search citations, you diagnose retrieval and selection performance using WCS baselines and CSR pipeline checks. This process identifies where visibility is lost and scores passage-level citability to provide actionable optimization guidance.
A WCS (Weighted Citation Share) baseline quantifies AI SEO performance by measuring citation output weighted by search intent and engine. It includes a baseline guard to prevent untracked changes from skewing your citation readiness scoring results.
You check AI crawler accessibility by validating your robots.txt allow and deny posture alongside llms.txt alignment. This ensures machine-readable guidance is optimized for AI search systems evaluating your content for retrieval and citation.
Passage-level citability scoring evaluates whether your content contains extractable answer blocks sized between 134 and 167 words. It checks if these passages are structured for readability so AI search engines can easily retrieve and cite them.
You can run a citation audit for an individual URL or a bounded set of pages. The audit evaluates brand mention signals, AI crawler accessibility, and structured guidance to generate platform-specific optimization recommendations.
Yes, the audit works for ChatGPT, Perplexity, and Google AI Overviews. It tailors optimization changes based on the specific citation behavior and rubrics of each platform to improve your overall citation readiness.
martingaam-hueAnalyze pages for AI Overviews and GEO citability signals.
julianobarbosaSearch the web via Perplexity AI and return citation-rich results.
nazlicancaglarAudit websites for technical and on-page SEO issues with prioritized remediation guidance.
aarushlohitAudit websites for SEO and GEO using schema.org and JSON-LD.
