skb3002/agenthub/geo-fundamentals

Claude Code and agent skill by skb3002/agenthub

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Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).

Install

npx vskill@latest install skb3002/agenthub/geo-fundamentals

SKILL.md

The same SKILL.md was published earlier as nguyenphp/antigravity-marketing/geo-fundamentals.

GEO Fundamentals

Optimization for AI-powered search engines.

1. What is GEO?

GEO = Generative Engine Optimization

GoalPlatform
Be cited in AI responsesChatGPT, Claude, Perplexity, Gemini
SEO vs GEO
AspectSEOGEO
Goal#1 rankingAI citations
PlatformGoogleAI engines
MetricsRankings, CTRCitation rate
FocusKeywordsEntities, data

2. AI Engine Landscape

EngineCitation StyleOpportunity
PerplexityNumbered [1][2]Highest citation rate
ChatGPTInline/footnotesCustom GPTs
ClaudeContextualLong-form content
GeminiSources sectionSEO crossover

3. RAG Retrieval Factors

How AI engines select content to cite:

FactorWeight
Semantic relevance~40%
Keyword match~20%
Authority signals~15%
Freshness~10%
Source diversity~15%

4. Content That Gets Cited

ElementWhy It Works
Original statisticsUnique, citable data
Expert quotesAuthority transfer
Clear definitionsEasy to extract
Step-by-step guidesActionable value
Comparison tablesStructured info
FAQ sectionsDirect answers

5. GEO Content Checklist

Content Elements
  • [ ] Question-based titles
  • [ ] Summary/TL;DR at top
  • [ ] Original data with sources
  • [ ] Expert quotes (name, title)
  • [ ] FAQ section (3-5 Q&A)
  • [ ] Clear definitions
  • [ ] "Last updated" timestamp
  • [ ] Author with credentials
Technical Elements
  • [ ] Article schema with dates
  • [ ] Person schema for author
  • [ ] FAQPage schema
  • [ ] Fast loading (< 2.5s)
  • [ ] Clean HTML structure

6. Entity Building

ActionPurpose
Google Knowledge PanelEntity recognition
Wikipedia (if notable)Authority source
Consistent info across webEntity consolidation
Industry mentionsAuthority signals

7. AI Crawler Access

Key AI User-Agents
CrawlerEngine
GPTBotChatGPT/OpenAI
Claude-WebClaude
PerplexityBotPerplexity
GooglebotGemini (shared)
Access Decision
StrategyWhen
Allow allWant AI citations
Block GPTBotDon't want OpenAI training
SelectiveAllow some, block others

8. Measurement

MetricHow to Track
AI citationsManual monitoring
"According to [Brand]" mentionsSearch in AI
Competitor citationsCompare share
AI-referred trafficUTM parameters

9. Anti-Patterns

❌ Don't✅ Do
Publish without datesAdd timestamps
Vague attributionsName sources
Skip author infoShow credentials
Thin contentComprehensive coverage
Remember: AI cites content that's clear, authoritative, and easy to extract. Be the best answer.

Script

ScriptPurposeCommand
scripts/geo_checker.pyGEO audit (AI citation readiness)python scripts/geo_checker.py <project_path>

Security

  • Security scanPassed, 95 of 100Pattern checks on the skill's files.
  • Model reviewPassed

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Source

Popularity

Repository stars
3
7-day trend score
7

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Works with

Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.

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  • Amazon Q
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  • Claude Desktop
  • Aider
  • GPT Pilot
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  • bolt.new
  • v0
  • Replit Agent
  • Anse
  • TypingMind
  • BetterChatGPT
  • LibreChat
  • Warp AI
  • Pieces
  • Fig AI
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