Oils vs. Extracts. I have always used anise oil (not extract) to bake my holiday pizzelles and biscotti, but I'm having a harder time finding it each year. I found anise essence at a cooking store and was told it would be more potent than the oil because it's not diluted. What is the difference among flavoring oils, extracts and essences ?