Current pharmacotherapies for addiction follow the dictum ‘one size fits all’. Medications are prescribed in the same way for all patients, regardless of whether they have just started experimenting with a drug or have an established drug habit. Even more troubling, there are no FDA-approved pharmacotherapies for some addictions, such as compulsive cocaine use.