Introduction
# 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| Explicit Q&A sections | | Authority Signals | No credentials | Expert bylines, credentials | | Content Freshness | Outdated | Dated citations, recent data | | Structural Clarity | Poor hierarchy | Clear headers, lists, tables |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
```markdown ## 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