Awesome GEO

Generative Engine Optimization (GEO) — optimizing content for AI-powered search engines and LLM-based answer engines like ChatGPT, Perplexity, Claude, and Google AI Overviews.

<p align="center"> <a href="README.md">English</a> | <a href="README_CN.md">中文</a> </p>

Contents

• Learning Resources
• Tools & Platforms
• AI Search Engines
• GEO Strategies & Best Practices
• Analytics & Monitoring
• Case Studies
• Communities & Forums
• News & Trends
• Books
• GEO Checklist

Learning Resources

Research Papers

• GEO: Generative Engine Optimization - Groundbreaking research paper from Princeton University that systematically introduces the GEO concept, demonstrating up to 40% visibility improvements.
• Generative Engine Optimization: How to Dominate AI Search - Comprehensive 2025 study revealing AI search engines' systematic bias toward earned media over brand-owned content.
• AutoGEO: What Generative Search Engines Like and How to Optimize Web Content Cooperatively - ICLR 2026 paper introducing AutoGEO, a framework that automatically learns generative engine preferences and extracts optimization rules.
• E-GEO: A Testbed for Generative Engine Optimization in E-Commerce - First e-commerce-specific GEO benchmark with 7,000+ product queries, evaluating 15 rewriting heuristics.
• Large Language Models for Information Retrieval - Research on LLM applications in information retrieval.
• Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks - RAG technology paper, fundamental to understanding how AI search engines work.
• BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval - Benchmark for evaluating retrieval in reasoning-heavy AI search scenarios.
• Search-o1: Agentic Search-Enhanced LLM Reasoning - Framework combining agentic RAG with LLM reasoning for complex search tasks.
• Is ChatGPT Good at Search? - Empirical evaluation of ChatGPT's search quality, providing insights into optimizing for conversational AI.

Articles & Guides

• Mastering Generative Engine Optimization in 2026: Full Guide - Search Engine Land's comprehensive 2026 GEO guide covering strategy, measurement, and implementation.
• Generative Engine Optimization (GEO): How to Win in AI Search - Backlinko's data-backed GEO guide with practical optimization strategies.
• Generative Engine Optimization (GEO): A Marketer's Guide in 2026 - WebFX's marketer-focused GEO guide.
• Complete Guide to Generative Engine Optimization (GEO) 2026 - Step-by-step GEO implementation guide with measurement framework.
• What is Generative Engine Optimization (GEO)? - Search Engine Journal's beginner guide to GEO.
• How to Optimize for AI Search Engines - Semrush's AI SEO optimization guide.
• The Rise of Answer Engines - Moz's in-depth analysis on answer engine optimization.
• Optimizing Content for ChatGPT and AI Assistants - Ahrefs' AI content optimization strategies.
• How to Optimize for Google AI Overviews 2026 - Comprehensive guide to optimizing for Google AI Overviews.

Video Tutorials

• Forget SEO Hacks — GEO Is About Credibility, Clarity, and Control - In-depth GEO strategy focusing on building AI visibility through authority.
• How to Win in Generative Engine Optimization (GEO): Playbook from +30 Sites - Embarque's practical GEO framework with real case study data (27K+ AI visits).
• How to Rank in ChatGPT (SearchGPT SEO Guide 2026) - Step-by-step checklist for ranking in ChatGPT, Perplexity, and AI search engines.
• LLM SEO: How to Get Mentioned First on ChatGPT, Perplexity, and Grok - Practical walkthrough of content strategies for AI search engine visibility.

Podcasts

• Marketing Against the Grain - HubSpot marketing podcast, frequently discussing AI marketing and GEO topics.
• SEOFOMO Weekly - Aleyda Solis' weekly SEO & AI search newsletter with podcast episodes.

Tools & Platforms

AI Search Engine Monitoring

| Tool | Description | Link | | ------------------ | ----------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------ | | Geol.ai | First comprehensive GEO platform with automated monitoring, 50+ factor Quality Scoring Engine, and CMS integrations (WordPress, Shopify, Wix) | geol.ai | | OptimizeGEO | AI search marketing intelligence platform tracking visibility score, share of voice, sentiment across AI platforms (ISO 27001, SOC 2 compliant) | optimizegeo.ai | | Conductor | End-to-end enterprise AEO platform, combining AEO/GEO and traditional SEO | conductor.com | | Contently | Content creation, optimization, and AI visibility tracking in one system | contently.com | | Profound | Deep geo-analysis with multi-language support for AI brand visibility | profound.ai | | Otterly.AI | AI search engine ranking tracker | otterly.ai | | Peec AI | Analyze brand mentions in AI search | peec.ai | | Ezeo | AI-powered SEO, GEO & AEO platform tracking ChatGPT, Claude, Perplexity, Gemini, Grok, and Reddit | ezeo.ai | | Prompt Monitor | Track and optimize AI search performance with prompt-level analytics | promptmonitor.io | | Knowatoa | AI search visibility analytics platform | knowatoa.com | | SEOTalos | Best for AI Mode & AIO Tracking | seotalos.com | | WorkDuo.ai | Best for quick implementation for teams new to AI search optimization | workduo.ai | | Quattr | Execution-focused SEO platform that connects traditional search performance with emerging AI visibility signals | quattr.com | | Surfeo | AI-powered GEO platform for SMBs; tracks brand visibility across ChatGPT, Gemini, Perplexity & Claude with content generation, audits, and scoring | surfeo.ai |

Content Optimization Tools

| Tool | Description | Link | | ------------------- | ----------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------ | | Clearscope | AI-powered content optimization platform | clearscope.io | | Surfer SEO | Content optimization and SERP analysis | surferseo.com | | MarketMuse | AI content strategy platform | marketmuse.com | | Frase | Agentic