As a company grows, the number of pages, language versions, and information sources about the brand increases – and messaging begins to drift. To generative systems, this looks like multiple versions of the same truth, which leads to answers becoming inaccurate or fragmented. Without a unified semantic framework, AI is more likely to rely on third-party sources or competitors.