AI systems preserve and surface crisis era reputation signals
Generative AI platforms synthesise reputation signals from distributed digital sources including crisis era coverage, social commentary, and editorial framing producing brand summaries that may reflect disruption period narratives in ways that persist after those narratives have been superseded by recovery communications.

