Chapter 3 of 'Know What You Eat' discusses the importance and structure of labels on products such as food, beverages, and medicines. It emphasizes the social functions of labels for safety, avoiding negative effects, and ensuring proper medication usage. The chapter outlines key components of a label, including product name, brand, ingredients, and nutrition facts, as well as language features like imperative sentences and noun phrases.