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Claude-rank rank-geo

AI search optimization audit. Optimize content for ChatGPT, Perplexity, Google AI Overviews.

install
source · Clone the upstream repo
git clone https://github.com/Houseofmvps/claude-rank
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/Houseofmvps/claude-rank "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/rank-geo" ~/.claude/skills/houseofmvps-claude-rank-rank-geo && rm -rf "$T"
manifest: skills/rank-geo/SKILL.md
source content

GEO Audit — AI Search Optimization

Phase 1: Scan

node ${CLAUDE_PLUGIN_ROOT}/tools/geo-scanner.mjs <project-directory>

Phase 2: Report

Present GEO findings grouped by:

  • AI Bot Access — which bots are allowed/blocked in robots.txt
  • Structured Data — JSON-LD quality for AI extraction
  • Content Structure — question headers, definitions, citation-ready passages
  • Discoverability — llms.txt, sitemap, breadcrumbs

Phase 3: Fix

  • Blocked AI bots → update robots.txt: 
    node ${CLAUDE_PLUGIN_ROOT}/tools/robots-analyzer.mjs generate <dir> <url>
  • Missing llms.txt → generate: 
    node ${CLAUDE_PLUGIN_ROOT}/tools/llms-txt-generator.mjs <dir>
  • Missing Organization schema → generate: 
    node ${CLAUDE_PLUGIN_ROOT}/tools/schema-engine.mjs generate Organization --name="..." --url="..."
  • Missing Author schema → generate Person schema with credentials
  • No question H2s → rewrite key H2 headers as "What is...", "How does...", "Why..."
  • No TL;DR patterns → add 1-2 sentence summaries under important H2 sections
  • No definition patterns → add "[Product] is [clear definition]" in opening paragraphs

Phase 4: Verify

Re-run geo-scanner. Show before/after GEO score.

Phase 5: Search Console Submission

After deploying GEO fixes, submit to search engines so AI crawlers pick up the changes:

Google Search Console

  1. Resubmit sitemap — Sitemaps → Resubmit 
    sitemap.xml
    (triggers recrawl)
  2. Request indexing for pages where you unblocked AI bots or added schema — URL Inspection → Request Indexing
  3. Check robots.txt — Settings → Crawling → verify your updated robots.txt is live (AI bots unblocked)

Bing Webmaster Tools

  1. Submit URLs — URL Submission → submit pages with new schema/content structure
  2. Verify robots.txt — Bingbot feeds Microsoft Copilot and ChatGPT Browse — keeping it unblocked is essential
  3. Enable IndexNow — Near-instant indexing for Bing, Yandex, Seznam. Generate key at indexnow.org

AI Search Verification (wait 2-4 weeks)

  1. Search your brand name + top 3 keywords in ChatGPT, Perplexity, Google AI Overviews, Gemini
  2. Screenshot results as a baseline
  3. Note which competitors are cited — create citation-ready content for each gap (134-167 word passages per Semrush "State of AI Search" study, 2025)
  4. Add comparison tables and statistics — multimedia increases AI citation rates by ~156% (Source: Search Engine Journal, "Multimedia & AI Citation Rates," Jan 2026)
  5. Set up weekly monitoring — track your AI citation rate vs competitors