When you run /blog geo, Claude Blog scores your content for citability across 4 major AI platforms. It analyzes passage structure, entity clarity, heading hierarchy, and crawler access to tell you exactly how to get cited more.
// BLOG GEO
AI CITATION
OPTIMIZATION
Make your blog posts get cited by AI search engines. Score your content for passage-level citability, structural readability, entity clarity, and platform-specific optimization across Google AI Overviews, ChatGPT, Perplexity, and Bing Copilot.
$
/blog geo
REQUIRES CLAUDE BLOG INSTALLED IN CLAUDE CODE
// HOW IT WORKS
4 PLATFORMS. ONE AUDIT.
01
PLATFORM SCORING
INDIVIDUAL SCORES FOR GOOGLE AI OVERVIEWS, CHATGPT, PERPLEXITY, AND BING COPILOT. KNOW WHERE YOU STAND ON EACH PLATFORM.
02
CITABILITY ANALYSIS
PASSAGE-LEVEL SCORING. IDENTIFIES WHICH PARAGRAPHS ARE QUOTABLE AND WHICH NEED RESTRUCTURING FOR AI EXTRACTION.
03
STRUCTURAL READABILITY
CHECKS HEADING HIERARCHY, LIST USAGE, TABLE STRUCTURE, AND DEFINITION FORMATTING FOR AI PARSING.
04
ENTITY CLARITY
ENSURES BRAND NAMES, PRODUCT NAMES, AND TECHNICAL TERMS ARE UNAMBIGUOUS AND CONSISTENTLY REFERENCED.
05
CRAWLER ACCESS
VERIFIES AI CRAWLER PERMISSIONS (GPTBOT, CLAUDEBOT, PERPLEXITYBOT), LLMS.TXT COMPLIANCE, AND ROBOTS.TXT CONFIGURATION.
// USAGE
HOW TO OPTIMIZE FOR AI
Step 1: Install Claude Blog
git clone --depth 1 https://github.com/AgriciDaniel/claude-blog.git bash claude-blog/install.sh
Step 2: Open Claude Code
claude
Step 3: Run the GEO Audit
/blog geo
Point it at any blog post. You get per-platform scores, passage-level citability analysis, entity clarity checks, and specific recommendations for improving your AI citation readiness.
// FAQ
QUESTIONS ABOUT GEO
GEO (Generative Engine Optimization) is the practice of optimizing content so AI search engines cite it in generated answers. It complements traditional SEO by focusing on passage-level citability and structural readability.
It scores for Google AI Overviews, ChatGPT web search, Perplexity, and Bing Copilot. Each platform has different citation patterns and the scoring reflects these differences.
Focus on self-contained passages (134-167 words), clear entity mentions, question-answer formatting, and structured data. The audit provides specific recommendations per platform.
Yes. It verifies that GPTBot, ClaudeBot, PerplexityBot, and other AI crawlers are allowed in your robots.txt. It also checks for llms.txt compliance and proper meta tags.
OPTIMIZE FOR AI CITATIONS
IN 30 SECONDS.
$
git clone --depth 1 https://github.com/AgriciDaniel/claude-blog.git && bash claude-blog/install.sh