Sentiment analysis tools leverage AI and machine learning to process and interpret text data for understanding public sentiment. By analyzing social media posts, reviews, and other text sources, these tools identify sentiment orientation—positive, negative, or neutral. They utilize natural language processing (NLP) algorithms to parse through large datasets, extracting insights about consumer opinions and trends. This enables businesses to make informed decisions based on emotional drivers of customer behavior, tailoring strategies to improve customer engagement and enhance brand perception.