Customer Sentiment Analysis is a tool companies use to gauge public feeling towards their products or services by interpreting the language used in customer feedback. It relies on Natural Language Processing (NLP) and machine learning techniques to classify sentiments as positive, negative, or neutral, enabling businesses to make data-driven decisions to improve customer satisfaction and brand image.