If you don't have any ice cream but still want to create that classic milkshake texture, you can blend some ice cubes with the other milkshake ingredients. Blended just right, these ingredients can create the right consistency that you know and love. Milk with higher fat content can also help to make a milkshake feel thicker, which is especially useful if you are without ice cream.