Typically, all you need to make a coconut shake is coconut cream (or milk) and ice, but that won't give you the sweetness and mouthfeel of a milkshake. This coconut cream shake contains coconut cream, vanilla ice cream, and coconut milk. You can add ice to thicken it, and sugar for more sweetness.