How do you manage reputation during a political controversy?

Political controversy is the category where the temptation to respond publicly is strongest and the cost of doing so is highest. The pattern is almost universal: a controversy attaches to a company or executive, the comms instinct is to defend forcefully, and the forceful defense becomes the second-day story that doubles the reach. The discipline we coach is restraint: factual statements where they are unavoidable, careful tone, no provocative engagement on social, daily AIQ monitoring across the engines, and accurate Wikipedia and Knowledge Panel content so the engines have a high-quality source to weight against the controversy. Over-engagement amplifies in nearly every case; restraint plus quality infrastructure routinely produces the better twelve-month outcome. There are narrow exceptions where forceful public response is the right call, but they are exceptions.