EDUCATION & TRAINING

Engineering Content for AI Citation

Dev.to Machine Learning

About This Tutorial

Traditional SEO optimizes for Google's crawler and ranking algorithms. GEO (Generative Engine Optimization) optimizes for LLM citation - getting quoted by ChatGPT, Claude, or Perplexity when they answer questions in your domain. The mechanics are fundamentally different: SEO targets keywords and backlinks, while GEO targets factual density and attribution signals that LLMs can parse and trust. Why LLMs Don't Care About Your SEO Strategy I've been building production AI agents on Oracle Cloud, routing between Groq and Claude based on workload characteristics.