AgentSkillsCN

GEO Fundamentals

面向 AI 搜索引擎（ChatGPT、Claude、Perplexity）的生成式引擎优化。优化指标、内容策略以及在 AI 回答中被引用的 checklist。

SKILL.md
--- frontmatter
name: GEO Fundamentals
description: Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity). Optimization metrics, content strategies, and checklist for being cited in AI responses.
source: sickn33/antigravity-awesome-skills/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

2. 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

3. GEO Content Checklist

  • • Question-based titles
  • • Summary/TL;DR at top
  • • Original data with sources
  • • FAQ section (3-5 Q&A)
  • • Clear definitions
  • • "Last updated" timestamp
  • • Author with credentials
  • • Schema markup (Article, FAQPage)
  • • Fast loading (< 2.5s)

4. Entity Building

  • •Google Knowledge Panel
  • •Wikipedia (if notable)
  • •Consistent info across web

5. Anti-Patterns

❌ Don't✅ Do
Publish without datesAdd timestamps
Vague attributionsName sources
Skip author infoShow credentials
Thin contentComprehensive coverage