
How AI Engines Repeat a Crisis Narrative for Months
News cycles end. Retrieval doesn't. A crisis narrative captured by the major AI engines in week one persists for twelve to eighteen months — long after the brand thinks the story has died. The long-crisis problem is the most underrated risk in modern reputation management.










