Owned Media Operations in the AI-Scale Era — mcluhan's Management Decisions and Quality Control Investment
In the AI-scale era, owned media differentiation comes from engine investment decisions. Using mcluhan as a case, this article organizes mechanical detection investment allocation, E-E-A-T strategy through transparency disclosure, and retro-accumulated organizational learning for marketing executives and business owners.