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answer-engine-optimization

v0.1.0

Published

Answer Engine Optimization (AEO) - Tools to optimize content for AI-powered answer engines like ChatGPT, Perplexity, Google AI Overviews, and voice assistants.

Readme

🎯 AEO

Answer Engine Optimization — The future of search visibility.

npm version License: MIT


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


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


License

MIT © Metehan Yeşilyurt


The future of search is answers. Optimize for it.