How do I install the Geo Optimizer skill?

Run npx skillmds@latest add modbender/geo-optimizer in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Geo Optimizer safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Geo Optimizer?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Geo Optimizer free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Geo Optimizer?

modbender (@modbender) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Geo Optimizer by modbender — Agent Skill

Name: Geo Optimizer
Rating: 4.666666666666667 (3 reviews)
Author: modbender

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.

modbender Updated Sep 9, 2026 12 repo stars

File contents

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Content Freshness	Outdated	Dated citations, recent data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

---name: geo-optimizerdescription: 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.--- # 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

Frequently asked questions