Other contributing factors can be overuse of lemon or lime juice to add flavor, soy milk being used as a replacement for cow's milk, and using sweetener substitutes like Stevia or Splenda.
The researchers studied six popular coffees—with levels of caffeine ranging from 97 to 143 mg/L—and compared their levels of acidity with their flavor profiles.