Agent skill · marketing growth · sickn33
geo-fundamentals
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Why this skill is useful
Adds a GEO audit script for assessing AI citation readiness that isn't widely known.
What it needs
Requires python installed locally. About 3k tokens when loaded. Last updated 2026-08-07. 44,571 stars on the source repository.
What this skill does
GEO Fundamentals Optimization for AI-powered search engines. --- 1. What is GEO? GEO = Generative Engine Optimization Goal Platform ------ ---------- Be cited in AI responses ChatGPT, Claude, Perplexity, Gemini SEO vs GEO Aspect SEO GEO -------- ----- ----- Goal #1 ranking AI citations Platform Google AI engines Metrics Rankings, CTR Citation rate Focus Keywords Entities, data --- 2. AI Engine Landscape Engine Citation Style Opportunity -------- ---------------- ------------- Perplexity Numbered [1][2] Highest citation rate ChatGPT Inline/footnotes Custom GPTs Claude Contextual Long-form content Gemini Sources section SEO crossover --- 3. RAG Retrieval Factors How AI engines select content to cite: Factor Weight -------- -------- Semantic relevance ~40% Keyword match ~20% Authority signals ~15% Freshness ~10% Source diversity ~15% --- 4. Content That Gets Cited Element Why It Works --------- -------------- Original statistics Unique, citable data Expert quotes Authority transfer Clear definitions Easy to extract Step-by-step guides Actionable value Comparison tables Structured info FAQ sections Direct answers --- 5. GEO Content Checklist Content Elements [ ] Question-based titles [ ] Summary/TL;DR at top [ ] Original data with sources [ ] Expert quotes (name, title) [ ] FAQ section (3-5 Q&A) [ ] Clear definitions [ ] "Last updated" timestamp [ ] Author with credentials Technical Elements [ ] Article schema with dates [ ] Person schema for author [ ] FAQPage schema [ ] Fast loading (< 2.5s) [ ] Clean HTML structure --- 6. Entity Building Action Purpose -------- --------- Google Knowledge Panel Entity recognition Wikipedia (if notable) Authority source Consistent info across web Entity consolidation Industry mentions Authority signals --- 7. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills sickn33/geo-fundamentals--3e89ab