← ClaudeAtlas

blog-geolisted

AI citation readiness audit ONLY (does not touch Google rankings, use blog-rewrite for combined Google+AI work). Use whenever the user wants their content to rank in ChatGPT, Perplexity, Claude, Gemini, or Google AI Overviews. AI citation optimization audit scoring blog posts for ChatGPT, Perplexity, and Google AI Overview citability. Evaluates passage-level citability, Q&A formatting, entity clarity, structured data, and AI crawler accessibility. Generates citation capsules and a 0-100 AI Citation Readiness score. Use when user says "geo", "ai citation", "ai optimization", "citation audit", "aeo", "perplexity optimization", "chatgpt citation".
Infrasity-Labs/dev-gtm-claude-skills · ★ 27 · AI & Automation · score 85
Install: claude install-skill Infrasity-Labs/dev-gtm-claude-skills
# 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