Why Traditional SEO Strategy Breaks Down in Generative AI Search

AI search engines like ChatGPT and Google's AI Overviews synthesize information from opaque training data rather than crawlable web links. This breaks the transparency that underpinned two decades of SEO optimization: marketers lose visibility into how their content influences results and gain no equivalent to clickable links or crawler-trackable signals. The shift forces marketing teams to rebuild measurement and attribution frameworks from the ground up.