Even Coke got rid of the kola nut, so the caffeine is purely optional at this point. Other than the caffeine, all it offered was a bitter flavor that needed to be offset by sugar and acid.

Edit: though caffeine itself is also bitter so you can’t just completely remove it without either significantly modifying the recipe or adding a bitter replacement