What does the Blue Moon Ice Cream taste like? Andrew Hoerth November 23, 2018 17:20 Updated Follow Blue Moon Ice Cream tastes like "Fruit Loops, Cotton Candy, and Sweet Fruit." It's very popular! Related articles What discounts are available for corporate orders? What is pasteurized process cheese? Comments 0 comments Article is closed for comments.