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GEO audit of websites with geo-seo-claude in Claude Code

geo-seo-claude — a tool for auditing GEO metrics of a site in Claude Code. Analyzes Citability Score, Schema markup, AI crawlers and provides recommendations. Suitable for middle/senior developers who want to optimize content for citation in AI systems.

GEO Audit with geo-seo-claude: Citability Score and Schema
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Automated GEO Audit Using geo-seo-claude in Claude Code

AI systems like Google SGE, ChatGPT, and Perplexity are increasingly delivering answers directly in search results, citing sources without sending traffic to the site. Traditional SEO is giving way to GEO—Generative Engine Optimization—where the goal is to become a cited source. The open-source tool geo-seo-claude, built on Claude Code, audits your site against key GEO metrics and delivers a fix-it plan.

GEO Basics and How It Differs from Traditional SEO

GEO zeroes in on factors that make AI pick your content: structured Schema.org data, clear answers to questions, proper heading structure, readable text, and domain authority via brand mentions. Unlike SEO, which chases clicks, GEO fights for mentions in AI responses.

Classic SEO optimizes for search bots: indexing, speed, keywords, backlinks. GEO targets models like Gemini and Bing Copilot—checking if your content is ready for parsing and citation.

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geo-seo-claude Features

The tool runs a comprehensive site analysis with one command in Claude Code:

  • Citability Score (0–100): Rates content suitability for AI citation based on answer structure, FAQs, and clear phrasing.
  • AI Crawlers: Checks robots.txt for access by GPTBot, ClaudeBot, Google-Extended.
  • Schema Markup: Scans for Organization, Article, FAQ, HowTo, Product; suggests additions.
  • Brand Mentions: Hunts external links as authority signals.
  • Content Audit: Reviews H1–H6 structure, readability, question-answering.

Output: PDF/HTML report with metrics and optimization steps.

Installation and Setup

Install via npx or git:

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# via npx
npx skills add zubair-trabzada/geo-seo-claude

# or manually
git clone https://github.com/zubair-trabazada/geo-seo-claude
cp -r geo-seo-claude/skills/* ~/.claude/skills/

In Claude Code, use this prompt:

Run a GEO-SEO audit on example.com

Claude fetches pages, parses robots.txt and Schema, then generates the report.

Real-World Audit Results

Testing on live sites uncovered common issues:

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  • Hosting defaults block ClaudeBot and GPTBot in robots.txt.
  • Missing Schema: No Organization or Article markup.
  • No FAQ sections—a must for AI citations.
  • Broken heading hierarchy (H1 → H3 → H2).

Recommendations: Add FAQ Schema, unblock crawlers, implement Organization Schema, fix H-structure. Fixes took just 2 hours.

Tool Limitations

  • Proof-of-concept: 10 GitHub stars, early-stage maturity.
  • Tied to Claude Code, no standalone mode.
  • Skips backlink profiles, competitors, behavioral metrics.
  • GEO metrics evolve fast, so advice may age.

GEO Audit Alternatives

  • Ahrefs/SEMrush: Traditional SEO.
  • Google Search Console: Basic monitoring.
  • Schema.org Validator: Structured data checks.
  • Manual prompts in Claude/ChatGPT for one-offs.

geo-seo-claude stands out with automation and structured reports.

Key Takeaways

  • GEO boosts citation chances in AI answers without needing clicks.
  • Check robots.txt for GPTBot/ClaudeBot blocks.
  • Add Schema.org (FAQ, Article) for easy parsing.
  • Structure content with proper H1–H6 and FAQs.
  • Citability Score is your go-to metric for AI visibility.

— Editorial Team

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