In August 2022, a single controversy wiped billions off the value of one of the country’s most recognizable brands. It wasn’t a financial scandal or an operational failure. It was a reputation crisis.

For decades, executives have called reputation their organization’s most valuable asset. Yet for all its proclaimed importance, few can say precisely what it is worth or how it grows, erodes or ...