Cake Soaks with Alcohol Some alcohols (like rum, or whiskey) are more concentrated and intense than others (like schnapps, or Baileys Irish Cream). It's a good idea to start with a tablespoon of the alcohol per cup of simple syrup, taste, and adjust to your liking from there.