How do I install the SEO Geo skill?

Run npx skillmds@latest add fusengine/seo-geo-2 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 SEO Geo safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with SEO Geo?

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 SEO Geo free to use?

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

Who published SEO Geo?

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

SEO Geo by fusengine — Agent Skill

Name: SEO Geo
Author: fusengine

File contents

GEO — Generative Engine Optimization 2026

Target Engines

Google AI Overviews (formerly SGE)
ChatGPT with web search
Perplexity
Claude with web search
Gemini
Bing Copilot

LLM-Readiness Score (0-100)

scripts/geo-score.ts checks:

Signal	Points
Quick answer in first 100 words	15
Direct H2 questions ("What is X?")	10
Tables/lists for comparable data	10
Citations with dates + sources	15
Statistics with attribution	10
Author bio with credentials	10
Schema.org markup	10
Updated date < 12 months	10
llms.txt present	5
No JS-only content (SSR)	5

Quantified Impact (Princeton / 2026 studies)

GEO techniques boost AI visibility by up to +40%. Ranked by impact:

Technique	Visibility
Adding statistics	+40%
Citing authoritative sources	+40%
Quoting experts	+28%
Improving text fluency	+15–30%
Keyword stuffing	-10% (worse than baseline)

AI Overviews cite ~13 sources on average per answer (2026); 59.6% of citations come from URLs outside the top-20 organic results.

Content Structure for LLMs

# <Topic>

**Quick answer** (40-60 words, factual, no fluff)

## What is <topic>?
Definition paragraph...

## Why does it matter?
Stats with sources...

## How to <task>?
Numbered steps...

## Comparison
| X | Y |
|---|---|

## FAQ
- Q: ...
- A: ...

llms.txt

Not required by Google (its crawlers ignore it) — useful for other LLMs, where early adopters report improved citation accuracy. Place at site root: https://example.com/llms.txt

# Site Name
> One-line description

## Pages
- [Homepage](https://example.com/): description
- [Docs](https://example.com/docs/): description

References

seo-entity — entity signals + schema that drive AI citations
skills/seo/04-geo-2026/ (ai-platforms, citation-strategies, content-structure, llm-crawlability, zero-click-optimization)
skills/seo/08-measurement/share-of-model.md

---name: seo-geo-2description: Use when optimizing for AI search engines (GEO) — AI Overviews, ChatGPT, Perplexity, Claude, Gemini, Copilot readiness.---<objective>Covers Generative Engine Optimization (GEO) 2026 for the six target AI engines (Google AI Overviews, ChatGPT with web search, Perplexity, Claude with web search, Gemini, Bing Copilot). Documents the `scripts/geo-score.ts` LLM-readiness scoring (0-100 across 10 weighted signals), quantified impact data (statistics/authoritative citations/expert quotes boost AI visibility up to +40%; keyword stuffing costs -10%), the recommended content structure for LLM extraction, and llms.txt placement (ignored by Google's crawlers, useful for other LLMs). Distinct from seo-featured-snippets (position-0 HTML recipes) and seo-entity (the schema/salience signals that feed AI citations).</objective># GEO — Generative Engine Optimization 2026## Target Engines- **Google AI Overviews** (formerly SGE)- **ChatGPT** with web search- **Perplexity**- **Claude** with web search- **Gemini**- **Bing Copilot**## LLM-Readiness Score (0-100)`scripts/geo-score.ts` checks:| Signal | Points ||--------|--------|| Quick answer in first 100 words | 15 || Direct H2 questions ("What is X?") | 10 || Tables/lists for comparable data | 10 || Citations with dates + sources | 15 || Statistics with attribution | 10 || Author bio with credentials | 10 || Schema.org markup | 10 || Updated date < 12 months | 10 || llms.txt present | 5 || No JS-only content (SSR) | 5 |## Quantified Impact (Princeton / 2026 studies)GEO techniques boost AI visibility by up to **+40%**. Ranked by impact:| Technique | Visibility ||-----------|-----------|| Adding statistics | +40% || Citing authoritative sources | +40% || Quoting experts | +28% || Improving text fluency | +15–30% || Keyword stuffing | **-10%** (worse than baseline) |AI Overviews cite **~13 sources on average** per answer (2026); 59.6% of citations come from URLs outside the top-20 organic results.## Content Structure for LLMs```markdown# <Topic>**Quick answer** (40-60 words, factual, no fluff)## What is <topic>?Definition paragraph...## Why does it matter?Stats with sources...## How to <task>?Numbered steps...## Comparison| X | Y ||---|---|## FAQ- Q: ...- A: ...```## llms.txt**Not required by Google** (its crawlers ignore it) — useful for other LLMs, where early adopters report improved citation accuracy. Place at site root: `https://example.com/llms.txt````# Site Name> One-line description## Pages- [Homepage](https://example.com/): description- [Docs](https://example.com/docs/): description```## References- `seo-entity` — entity signals + schema that drive AI citations- `skills/seo/04-geo-2026/` (ai-platforms, citation-strategies, content-structure, llm-crawlability, zero-click-optimization)- `skills/seo/08-measurement/share-of-model.md`

Frequently asked questions

SEO Geo