Part 4/12:
From an organizational perspective, this means that substantial investments in brand identity—including descriptions, reviews, and SEO optimization—may no longer guarantee visibility in these AI-driven outputs. Instead, AI models are increasingly sourcing their responses from a complex web of indexed sites, which are themselves influenced by traditional SEO tactics. As a result, how a brand is represented online now informalizes into the AI ecosystem, influencing consumer perception at scale.