AI Search Competition Enters the Answer Engine Era: The Information Ecosystem Signal Behind the GPT-5.2 Release
Starting from the GPT-5.2 release and Google's "code red" competition signals, analyzing how AI search is changing information discovery, citation mechanisms, and brand visibility.