These platforms process vast amounts of text to detect the underlying emotions, opinions, and attitudes hidden within customer feedback or social conversations. By automating the categorization of human expression as positive, negative, or neutral, they help teams measure brand health and prioritize support requests. When selecting a service, focus on how well the model understands nuances like sarcasm, industry-specific jargon, and the languages relevant to your audience.