One in four AI chatbot citations come from journalism, a Muckrack study reveals. The analysis examined 15 million references across ChatGPT, Claude, and Gemini, finding trade publications dominate while general outlets lag. This bias shows AI knowledge bases lean on niche reporting. Developers should diversify sources to avoid echo chambers.