answer-engine-optimization
v0.1.0
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Answer Engine Optimization (AEO) - Tools to optimize content for AI-powered answer engines like ChatGPT, Perplexity, Google AI Overviews, and voice assistants.
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🎯 AEO
Answer Engine Optimization — The future of search visibility.
What is Answer Engine Optimization?
AEO (Answer Engine Optimization) is the practice of optimizing content so AI-powered answer engines can find, understand, and cite your content effectively.
Unlike traditional SEO which focuses on ranking in search results, AEO focuses on being the answer that AI systems provide directly to users.
The Shift from Search to Answers
| Traditional SEO | Answer Engine Optimization | |-----------------|---------------------------| | Rank in search results | Be the cited answer | | Keywords & backlinks | Structured, authoritative content | | Click-through to website | Direct answer consumption | | Google Search | ChatGPT, Perplexity, Google AI Overviews, Claude, Voice Assistants |
Why AEO Matters
AI-powered answer engines are rapidly becoming the primary way people discover information:
- ChatGPT - 200M+ weekly active users
- Perplexity - AI-native search engine
- Google AI Overviews - Appearing in 30%+ of searches
- Voice Assistants - Siri, Alexa, Google Assistant
- Claude, Gemini, Copilot - Enterprise & consumer AI
If your content isn't optimized for these systems, you're invisible to a growing audience.
AEO Best Practices
1. Lead with the Answer
Start your content with a clear, concise answer in the first 40-60 words. AI systems extract the most relevant snippet early.
❌ "In this article, we'll explore the concept of..."
✅ "Answer Engine Optimization (AEO) is the practice of structuring content so AI systems can cite it as a direct answer."2. Use Question-Based Headings
Structure content around natural language questions that users actually ask.
## What is AEO?
## Why does AEO matter for businesses?
## How do I optimize for AI answer engines?3. Implement Structured Data
Use Schema.org markup to help AI understand your content:
- FAQPage - For Q&A content
- HowTo - For instructional content
- Article - For blog posts and news
- Organization - For brand information
- Product - For product details
4. Be Authoritative & Cite Sources
AI systems prefer content that:
- Comes from recognized experts
- Includes citations and references
- Is factually accurate and up-to-date
- Has consistent entity representation
5. Optimize for Conversational Queries
Write for how people speak, not just how they type:
❌ "AEO benefits enterprise"
✅ "What are the benefits of AEO for enterprise companies?"The AEO Framework
┌─────────────────────────────────────────────────────────┐
│ CONTENT LAYER │
│ • Clear, concise answers │
│ • Question-based structure │
│ • Authoritative tone │
├─────────────────────────────────────────────────────────┤
│ STRUCTURE LAYER │
│ • Schema.org markup │
│ • Semantic HTML │
│ • Logical heading hierarchy │
├─────────────────────────────────────────────────────────┤
│ AUTHORITY LAYER │
│ • Expert authorship │
│ • Citations & sources │
│ • Brand consistency │
├─────────────────────────────────────────────────────────┤
│ MEASUREMENT LAYER │
│ • AI citation tracking │
│ • Brand mention monitoring │
│ • Answer visibility metrics │
└─────────────────────────────────────────────────────────┘AEO vs SEO
AEO doesn't replace SEO — it extends it for the AI era.
| Aspect | SEO | AEO | |--------|-----|-----| | Goal | Rank high in SERPs | Be cited as the answer | | Target | Search engines | AI answer engines | | Content | Keyword-optimized | Answer-optimized | | Success Metric | Rankings & clicks | Citations & mentions | | User Journey | Search → Click → Read | Ask → Get Answer |
Resources
- Answer Engine Optimization on Wikipedia
- Google's Helpful Content Guidelines
- Schema.org Structured Data
Coming Soon
This package is a namespace reservation. Full AEO toolkit coming soon with:
- 📝 Content structure analyzers
- 🏷️ Schema.org generators
- 📊 AI citation tracking
- 🎯 Answer optimization scoring
- 🤖 Multi-engine visibility testing
Author
Metehan Yeşilyurt
- 🌐 Website: metehan.ai
- 𝕏 Twitter: @metehan777
License
MIT © Metehan Yeşilyurt
The future of search is answers. Optimize for it.
