SkillHub

geo-optimizer

v1.0.0

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.

Sourced from ClawHub, Authored by artyomx33

Installation

Please help me install the skill `geo-optimizer` from SkillHub official store. npx skills add artyomx33/geo-optimizer

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Content Freshness Outdated Dated citations, recent data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

## GEO Audit
Current Score: [X]/40

### Dimension Scores
| Dimension | Score | Quick Fix |
|-----------|-------|-----------|
| [dimension] | [1-5] | [action] |

## Optimized Content Sections

### Definition (Citable)
[Term] is [category] that [function], [key metric].

### Key Statistics
- [Stat with source and date]
- [Stat with source and date]

### FAQ Section
**Q: [Common question]?**
A: [Direct, quotable answer with citation]

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