One in four AI chatbot citations come from journalism. A 15‑million‑citation study shows trade publications dominate, while general news outlets rank lower. ChatGPT and Claude pull most references from specialist writers, suggesting developers should diversify source pools. Understanding these patterns helps teams build more balanced, trustworthy AI responses. The study informs future citation strategies.