Skills 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.
install
source · Clone the upstream repo
git clone https://github.com/openclaw/skills
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/artyomx33/geo-optimizer" ~/.claude/skills/openclaw-skills-geo-optimizer && rm -rf "$T"
OpenClaw · Install into ~/.openclaw/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.openclaw/skills && cp -r "$T/skills/artyomx33/geo-optimizer" ~/.openclaw/skills/openclaw-skills-geo-optimizer && rm -rf "$T"
manifest:
skills/artyomx33/geo-optimizer/SKILL.mdsource content
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| Content Freshness | Outdated | Dated citations, recent data |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