How do you identify potential reputation threats before they materialize?

Threat identification before materialization is the highest-leverage part of preparedness because problems caught early are problems that cost a fraction of what they cost in active crisis mode. The components are continuous and integrated. Source monitoring tracks the journalists, NGOs, research firms, and platforms that historically generate the company’s reputation events. Social listening runs on the relevant platforms with structured queries. AIQ tracks daily across the eight engines for narrative shifts that often precede press coverage by weeks. Employee and customer feedback signals – Glassdoor, Blind, NPS comments, exit interviews – frequently reveal issues that later become public. Competitive intelligence on crises adjacent companies have faced shows which categories of risk are active in the industry. The integrated read is what produces actionable early warning; any one signal in isolation produces too many false positives and missed real signals to drive decisions.