Black coffee is always vegan, but dairy-based milks and creamers are a no-go. So instead of reaching for the rich 2% or classic coffee creamer, try one of these plant-based alternatives. Almond Milk — A classic nut milk with a thin and velvety body and a subtle nutty, semi-sweet flavor.