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| Content Freshness | Outdated | Dated citations, recent data |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)
Add specific statistics with dates and sources
Create standalone definition paragraphs
Include expert quotes with credentials
Add comparison tables
Create FAQ section with 5-7 questions
Replace vague claims with verified facts
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