4. How do we fix negative brand mentions discovered during reputation management analysis?

Fixing negative AI sentiment requires a strategy known as "information displacement." You cannot force an LLM to delete data; instead, you must flood the AI's trusted data sources with new, highly authoritative, and positive information about your brand. Over time, as the AI updates its knowledge graph, the newly seeded, positive consensus will overshadow the outdated negative mentions.