fusengine/seo-geo
plugins/seo/skills/seo-geo/SKILL.md
Use when optimizing for AI search engines (Generative Engine Optimization 2026). Covers Google AI Overviews, ChatGPT, Perplexity, Claude, Gemini, Copilot, LLM-readiness scoring 0-100, llms.txt.
$ install --global
skillsauthnpx skillsauth add fusengine/agents seo-geoInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
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OWASP Dep-Check
50%
Last scanned: Jun 4, 2026, 3:44 AM238.4s1 file scanned
SKILL.md
- name:
- seo-geo
- description:
- Use when optimizing for AI search engines (Generative Engine Optimization 2026). Covers Google AI Overviews, ChatGPT, Perplexity, Claude, Gemini, Copilot, LLM-readiness scoring 0-100, llms.txt.
- user-invocable:
- false
- related-skills:
- seo, seo-content, seo-featured-snippets, seo-schema
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 citationsskills/seo/04-geo-2026/(ai-platforms, citation-strategies, content-structure, llm-crawlability, zero-click-optimization)skills/seo/08-measurement/share-of-model.md
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