The Scannable Citation Framework: How to Rewrite Web Copy for AI RAG Pipelines
Why This Guide Exists AI assistants — ChatGPT, Perplexity, Claude, Gemini — now answer millions of questions every day. Behind every answer is a RAG (Retrieval-Augmented Generation) pipeline that scans the web, pulls chunks of content, and synthesizes a reply. If your content cannot be cleanly extracted, chunked, and cited, it is invisible to these…