Green coffee bean extract contains caffeine, a stimulant linked to weight loss. It also boasts high levels of chlorogenic acid, a polyphenol antioxidant that researchers speculate may promote weight loss by reducing the absorption of fat and glucose in the gut, and lowering insulin levels to improve metabolic function.