AI Search Master Notes 2026: AEO, GEO & Future of Search

1. Search Evolution

• Traditional SEO: Keyword-focused ranking.
• Semantic SEO: Understands meaning and intent.
• Entity SEO: Focuses on entities and relationships.
• AI Search: ChatGPT Search, Gemini, Perplexity and AI Overviews emphasize citations and trusted sources.
• Future: Agentic and multimodal search.

2. Modern SEO

Technical SEO, On-page SEO, Off-page SEO, E-E-A-T, Core Web Vitals, Internal Linking, Crawl Budget, JavaScript SEO, Log Analysis, Structured Data.

3. AEO (Answer Engine Optimization)

Optimize content to become direct answers.

05Best practices

Target: AI Overviews, Voice Search, Answer Engines.

• - Answer-first writing
• - Question headings
• - FAQ schema
• - Concise 40–80 word answers
• - Tables, lists and definitions
• - Trustworthy references

4. GEO (Generative Engine Optimization)

Optimize for AI-generated answers.

07Focus areas

Goal: Increase AI visibility.

• - Brand mentions
• - Entity consistency
• - Original research
• - Expert content - EEAT
• - Citations
• - Semantic coverage
• - Topical authority

5. LLMO (Large Language Model Optimization)

Optimize websites so LLMs can retrieve and cite information.

09Topics

• - Chunking
• - Embeddings - 111, 222 Vector embedding optimization (VEO)
• best running shoes - top sneakers for jogging
• Best sneakers for jogging

10· - RAG

• - llms.txt
• - AI crawlers
• - Structured content
• - Freshness

6. ASO (AI Search Optimization)

Improve discoverability across AI search systems using semantic content, entities, citations, structured data and conversational content.

7. SXO (Search Experience Optimization)

• Combine SEO + UX + CRO. Conversion Rate Optimization

13Metrics

• - Core Web Vitals
• - Engagement
• - Conversion Rate
• - Accessibility
• - Navigation
• - Mobile Experience

8. Semantic & Entity SEO

Create topical clusters instead of isolated pages.

Use entities, knowledge graphs, NLP, related concepts and internal links.

9. AI Content Strategy

Human-reviewed AI content, original insights, case studies, statistics, expert opinions, information gain and regular updates.

10. Future of Search

Agentic AI, multimodal search, voice, visual search, AI shopping assistants, browser agents, personalization.

11. Tools

ChatGPT, Gemini, Claude, Perplexity, NotebookLM, Google AI Studio, Screaming Frog, GA4, GSC, Ahrefs, SEMrush, Looker Studio.

18AEO Checklist

• - Direct answers
• - FAQs
• - Schema
• - Clear headings

19GEO Checklist

• - Entity consistency
• - Citations
• - Brand mentions
• - Original research
• Technical SEO Checklist
• - Crawlability
• - Indexability
• - Sitemap
• - Robots.txt
• - Core Web Vitals
• - Canonicals