| name | seo-geo |
| description | SEO + GEO (Generative Engine Optimization) content strategy skill for optimizing content for both traditional search engines and AI-powered answer engines. Use when the user needs content that ranks in Google AND gets cited by AI assistants like ChatGPT, Perplexity, and Google SGE. Covers AI citation optimization, entity-based SEO, and structured content for LLM visibility. |
| author | aaron-he-zhu |
| version | 2.0 |
| tags | ["seo","geo","generative-engine-optimization","ai-citations","content-strategy","llm-visibility"] |
SEO + GEO Content Strategy
When to Use
- User wants content that ranks in traditional search AND gets cited by AI
- Optimizing for Google SGE, ChatGPT, Perplexity, and other AI answer engines
- Building entity-based content authority
- Creating structured, cite-worthy content
- Competitive analysis for AI visibility
Part 1: GEO Fundamentals
What is GEO?
Generative Engine Optimization (GEO) is the practice of optimizing content so AI-powered answer engines (ChatGPT, Perplexity, Google SGE, Bing Chat) cite your content as a source.
How AI Engines Cite Content
AI engines cite sources that:
- Answer directly: Provide clear, concise answers to questions
- Show expertise: Demonstrate first-hand experience and authority
- Use structure: Tables, lists, step-by-step formats are preferred
- Are specific: Exact numbers, names, dates, and data points
- Are fresh: Recent content gets prioritized for current topics
SEO vs. GEO Comparison
| Factor | SEO Focus | GEO Focus |
|---|
| Goal | Rank in top 10 | Get cited as source |
| Content style | Long-form, comprehensive | Direct, structured, cite-worthy |
| Keywords | Exact match + variants | Entity + question-based |
| Structure | H1-H6 hierarchy | Q&A + tables + lists |
| Authority | Backlinks | Entity recognition + expertise signals |
| Freshness | Regular updates | Real-time data + recent dates |
Part 2: AI Citation Optimization
Citation-Worthy Content Patterns
- Definition Boxes
<div class="definition">
<strong>Term:</strong> Clear, concise definition in 40-60 words
</div>
-
Comparison Tables
AI engines love tables for comparative data:
| Feature | Option A | Option B |
|---------|----------|----------|
| ... | ... | ... |
-
Step-by-Step Instructions
Step 1: [Action]
Step 2: [Action]
Step 3: [Action]
-
Statistics with Sources
"The market grew 23% in 2024 (Source: Gartner, 2024)"
-
FAQ Sections
Questions matching natural language queries get cited more often.
Entity Optimization
- Use full entity names on first mention: "Search Engine Optimization (SEO)"
- Link to authoritative entity pages (Wikipedia, official docs)
- Include entity attributes: founder, date, location, specifications
- Use schema.org markup for entities
Part 3: Content Structure for AI Visibility
The CITE Framework
- Clear answers in first 150 words
- Include structured data (tables, lists, steps)
- Third-party citations and data points
- Expertise signals (author bio, credentials, experience)
Page Structure Template
# [Topic] - [Primary Keyword]
[Direct answer paragraph - 50-100 words that could be quoted by AI]
## Key Facts
| Fact | Detail |
|------|--------|
| ... | ... |
## What is [Topic]?
[Definition + context - cite-worthy]
## How [Topic] Works
[Step-by-step explanation]
## [Topic] vs. [Alternative]
[Comparison table]
## FAQ
### [Natural language question 1]?
[Direct answer in 40-60 words]
### [Natural language question 2]?
[Direct answer]
## Expert Insight
[Author perspective with credentials]
Part 4: GEO Monitoring
Track AI Citations
- Search for your brand/content in ChatGPT, Perplexity, Google SGE
- Monitor which pages get cited and for which queries
- Track citation patterns over time
Tools for GEO
- Perplexity: Search your topic, check if your content appears
- ChatGPT: Ask about your topic, note cited sources
- Google SGE: Check AI-generated answers for your keywords
- Bing Chat: Test query responses for citation patterns
GEO Metrics
| Metric | How to Track | Target |
|---|
| AI citation rate | Manual checks weekly | Increasing trend |
| Citation queries | Track which queries cite you | Expand coverage |
| Citation accuracy | Verify quoted content is correct | 100% accuracy |
| Competitor citations | Track competitor AI visibility | Outperform |
Part 5: SEO/GEO Content Calendar
Monthly Content Mix
- 60% SEO content: Long-form articles targeting search keywords
- 25% GEO content: Structured, cite-worthy content for AI engines
- 15% Fresh data: Statistics, reports, original research (highest citation value)
Priority Content Types for GEO
- Original research and data → Highest citation rate
- Comprehensive guides with structured sections → Medium-high
- Comparison articles with tables → Medium
- FAQ pages → Medium
- News and updates → Low (but builds freshness)
Quick Start Checklist
