Sentiment analysis automatically determines the emotional tone of text — positive, negative, or neutral — at scale. Businesses use it to monitor brand reputation, analyze customer reviews, track social media reactions, and prioritize support tickets. A Moroccan airline could run sentiment analysis on thousands of Twitter mentions to instantly spot a surge in complaints after a delayed flight, triggering an automated alert to the PR team.