The main difference between vanilla extract and imitation vanilla comes from the ingredients. Artificial vanilla flavoring is actually often made from synthetic vanillin, a wood pulp, while vanilla extract is from real high-quality vanilla beans. Vanilla essence isn't able to replicate the complex bouquet of flavor that you find in genuine vanilla extract because it does not contain the same organic compounds.