Most of the caffeine removed from the coffee beans is recycled and sold to soda companies, such as Coke and Pepsi, as well as pharmaceutical institutions. Pure caffeine looks like white, odorless crystals, and this extracted caffeine is mixed into sodas and energy drinks or added to medications and supplements.