The present invention relates to tomato-based concentrates and tomato-flavored alcoholic compositions, which include the concentrates. More specifically, in some embodiments, the present invention provides a concentrate including tomato solids and one or more flavoring agents. The present invention also provides methods of preparing ready-to-drink beverage compositions.