Milk shakes, like other simple concoctions, are only as good as their ingredients, so use high-quality ice cream and vanilla extract. Combining peppermint extract and vanilla ice cream gives the drink an extra-refreshing, minty flavor you wouldn't get from using regular mint chip ice cream.