Table of Contents   Introduction The internet is rapidly evolving from traditional web-based search to Al-driven conversational discovery. Large languages models {LLMs} like ChatGPT, Claude Gemini, and perplexity are now reading the web-not just to index it, but to understand and generate answers based on it.   …