AI Search

A paradigm shift in information retrieval, transitioning from traditional keyword-based indexing to generative synthesis powered by Large Language Models.

Key Developments

  • generative-engine-optimization (GEO): The emerging framework for adapting web content to ensure visibility, citation, and authority within generative AI outputs, serving as the successor to traditional Search Engine Optimization (SEO).
  • Obsolescence of Traditional SEO: The rise of generative-first platforms is rapidly making legacy SEO methodologies obsolete.
  • Primary Platforms: The ecosystem is currently driven by engines such as chatgpt, Perplexity, gemini, and Google AI Overviews.
  • LLM
  • Information Retrieval
  • Semantic Search

Sources

  • 2026 04 10 Generative Engine Optimization Adapting Websites for AI Search Using

Source Notes

  • 2026-04-18: Adobe Lightroom April 2024 Updates: AI Search, Workflow & Creative Tools Clip title: 12 NEW Lightroom features, just released Author / channel: photoshopCAFE URL: https://www.youtube.com/watch?v=AMRmW7BicMk Summary The video provides a comprehensive overview of (Adobe Lightroom April 2024 Updates AI Search Workflow Creative Tools)
  • 2026-04-10: [[lab-notes/2026-04-10-Generative-Engine-Optimization-Adapting-Websites-for-AI-Search-Using|SEO Is Dead. Claude Code Just Built Its Replacement (It’s]]