Fad diets are identifiable by several key characteristics. They often promise rapid results, tout special "miracle" foods or combos, suggest foods that alter body chemistry, and restrict certain food groups like carbs. These diets feature strict, weight-centric rules and rely heavily on single studies or testimonials rather than broader scientific consensus. Such traits highlight their transient and often ineffective nature.