AI search is exposing a major organizational problem: SEO teams may manage the technical foundation, but brand, product, PR, editorial, and customer experience teams increasingly control the signals that determine which companies AI systems recommend. At the same time, Google and Meta are adding AI disclosure labels, TikTok is strengthening its AI spam controls, and earned AI citations may be heading toward a more commercial future.