Vanilla flavoring comes from Making vanilla extract involves soaking vanilla beans in an alcohol solution to "extract" all of the flavour ingredients, which is how the product is identified as "pure vanilla extract" on the label. The FDA mandates that vanilla extract contain at least 100 grammes of vanilla beans per litre and at least 35% alcohol.