Agent skill · writing content · sundial-org
geo-optimizer
Optimize content for AI citation (GEO). Use when user says "GEO", "generative engine optimization", "AI citation", "get cited by AI", "AI-friendly content", or creating content for ChatGPT/Claude/Perplexity visibility.
Why this skill is useful
Provides specific guidelines and metrics for optimizing content for AI citation that the AI wouldn't reliably generate on its own.
What it needs
About 1k tokens when loaded. Last updated 2026-03-07. 639 stars on the source repository.
What this skill does
GEO Content Optimizer When To Use Creating content for AI citation Refactoring articles for AI compatibility Improving quotability for AI responses Competing in AI-first search Adding authority signals AI systems recognize Core Concept SEO = Rank in search results GEO = Get cited in AI-generated answers The 8 GEO Dimensions Dimension Low (1-2) High (4-5) ----------- ----------- ------------ Definition Clarity Vague Citable definitions with metrics Quotable Statements Generic claims Specific facts with sources Factual Density Opinion-heavy Data-packed Source Citations None Traceable to authority Q&A Format Prose only Explicit Q&A sections Authority Signals No credentials Expert bylines, credentials Content Freshness Outdated Dated citations, recent data Structural Clarity Poor hierarchy Clear headers, lists, tables The GEO Score Score each dimension 1-5. Total /40: 32-40: AI-ready 24-31: Needs optimization 16-23: Major work needed Quick Wins (30-minute edits) 1. Add specific statistics with dates and sources 2. Create standalone definition paragraphs 3. Include expert quotes with credentials 4. Add comparison tables 5. Create FAQ section with 5-7 questions 6. Replace vague claims with verified facts 7. Insert authoritative source citations Output Format Integration Compounds with: app-planning-skill → Plan content strategy writing-plans → Structure content projects --- See references/dimensions.md for scoring details See references/patterns.md for optimization patterns See references/examples.md for before/after examples
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills sundial-org/geo-optimizer