
The traditional paradigm of digital consumerism has undergone a fundamental metamorphosis, evolving from a direct engagement model into a complex, multi-layered ecosystem governed by autonomous agents and sophisticated large language models. Rather than navigating a series of websites to find information, users now rely on AI-driven interfaces that distill vast amounts of data into singular, actionable recommendations. This shift represents










