How do you handle AI-generated content that competes with your brand narrative?

AI engines do not have a position on competing narratives in the way a journalist might; they reflect whichever set of sources they weight most heavily. When a competing narrative is winning – a contested industry frame, an attack from a peer, a misleading claim that has gained traction – the response is to make the brand’s preferred narrative the better-sourced one. The mechanics: strengthen owned content with named experts, clean structure, and credible citations; pursue the Wikipedia improvements that proper sourcing supports; secure authoritative third-party coverage in outlets the engines weight; correct factual errors at their source through edit requests, press corrections, and structured-data fixes. AIQ™ then shows which engines are starting to re-weight and which sources are gaining or losing influence. The work is patient but reliable when the source diagnosis is correct.