The structure of caffeine contains carbon atoms and nitrogen atoms connected in a characteristic way. In solid form, caffeine is a white, water-soluble powder with a bitter taste. Caffeine has a stimulating effect, reduces fatigue and helps concentration. It also has a diuretic effect.