blog-geo
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", "
npx skills add Infrasity-Labs/dev-gtm-claude-skills --skill blog-geo --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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 cita
- Cross-reference
- Key Research Data
- Audit Process
- Step 1: Read Content
- Step 2: Passage-Level Citability (4 pts)
- Step 3: Q&A Formatting (3 pts)
- Step 4: Entity Clarity (3 pts)
- Step 5: Content Structure for Extraction (3 pts)
- Step 6: AI Crawler Accessibility (2 pts)
- Step 7: Platform-Specific Analysis
- Step 8: Generate Citation Capsules
- Step 9: Calculate AI Citation Readiness Score (0-100)
- Step 10: Generate Report
- Optional: Search Performance Context (blog-google)
What does the blog-geo skill do?
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", "
How do I install it?
Run `npx skills add Infrasity-Labs/dev-gtm-claude-skills --skill blog-geo --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From Infrasity-Labs/dev-gtm-claude-skills, a repository with 97 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.