blog-geo

# Blog GEO: AI Citation Optimization Audit Scores blog posts for AI citation readiness across ChatGPT, Perplexity, and Google AI Overviews. Generates citation capsules and a 0-100 AI Citation Readiness score with platform-specific recommendations. ## Cross-reference This skill covers FLOW surface 3 (AI assistant citations: ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com) and contributes to surface 2 (SERP plus AI Overviews). Surface mapping: `skills/blog/references/flow-alignment.md`. For directly relevant AI-citation prompts (AI-supporting-pages-rewrite-prompt, ai-detector-test, ChatGPT discovery, visibility prompts), see `/blog flow optimize`. ## Key Research Data Reference these benchmarks throughout the audit: - Only 11% of domains cited by both ChatGPT and Perplexity (Digital Bloom, domain-level) - 80% of LLM citations don't rank in Google's top 100 (Ahrefs) - Brands 6.5x more likely cited through third-party sources (AirOps) - 120-180 word sections get 70% more ChatGPT citations (SE Ranking, Nov 2025) - Comparison tables with `<thead>` achieve 47% higher AI citation rates (directional) - Content freshness: 76.4% of top citations updated within 30 days (Ahrefs, ~17M citations) ## Audit Process ### Step 1: Read Content Extract from the blog post: - Full content text and word count - Heading structure (H1, H2, H3 hierarchy) - Individual paragraphs and their word counts - FAQ sections (if present) - Schema markup (JSON-LD, microdata, RDFa) - robots.txt menti...