Early identification of risk
Shifts in online tone often precede formal complaints, press inquiries, or public records requests. A spike in negative sentiment can signal dissatisfaction with a service change, confusion around policy updates, or the rapid spread of misinformation.
By tracking sentiment trends in real time, communications teams can escalate internally, prepare messaging proactively, and respond before issues become reputational crises.