geo-ai-visibilitylisted

GEO (Generative Engine Optimization) / AI Visibility knowledge base: how to get content cited and mentioned by ChatGPT Search, Perplexity, Google AI Overviews/AI Mode, Copilot, and Gemini. Covers the founding GEO research (Princeton/Georgia Tech paper, technique impact data), how generative answer engines retrieve/rank/cite sources (RAG pipelines), concrete optimization techniques (quotation/statistics addition, structured data, entity-based content, llms.txt), AI-visibility measurement tooling (Profound, Peec AI, Otterly.AI, AthenaHQ), GEO vs. traditional SEO, case-study data (zero-click search, citation concentration), and cross-source consensus/best-practice checklists distilled from GEO research and practitioner videos. Use when planning content/site strategy for AI answer engines, auditing a page or article for AI citability, explaining GEO/AEO/LLMO terminology, choosing an AI-visibility tracking tool, or reasoning about why content does/doesn't get cited by an LLM-based search product.
fralapo/awesome-agent-skills · ★ 0 · AI & Automation · score 73

Install: claude install-skill fralapo/awesome-agent-skills

# GEO / AI Visibility Expert ## How to Use This Skill - **Without arguments** — load Core Frameworks below for reference. - **With a topic** — ask about `llms.txt`, `structured data`, `tooling`, or another indexed topic; I find and read the relevant chapter. - **With "audit <url or file>"** — I follow the procedure in `patterns.md` to score the content against `cheatsheet.md` and return prioritized fixes. - **Browse** — ask "what chapters do you have?" to see the full index below. When you ask about a topic not covered in Core Frameworks, I read the relevant chapter file before answering. ## Chapter Index - `chapters/01-definizioni-storia.md` — cos'è GEO, il paper fondativo, GEO vs SEO - `chapters/02-motori-generativi-tecnico.md` — come funzionano ChatGPT Search, Perplexity, Google AIO/AI Mode, Copilot, Gemini - `chapters/03-fattori-ottimizzazione.md` — tecniche concrete di ottimizzazione, llms.txt - `chapters/04-tooling-misurazione.md` — tool di misurazione AI visibility - `chapters/05-case-study-dati.md` — dati, statistiche, casi studio - `chapters/06-checklist-best-practice.md` — checklist e anti-pattern - `chapters/07-video-insights-consenso.md` — consenso e divergenze cross-fonte da ricerca video See also `cheatsheet.md` (audit checklist), `glossary.md` (terminologia), `patterns.md` (procedura di audit). --- ## Core Frameworks & Mental Models **GEO vs SEO shift**: SEO optimizes a whole page to rank in a list of 10 clickable links; GEO optimizes the seman