Almond paste is typically found in the baking or specialty foods section of a grocery store. Look for it near the nuts section of your baking aisle or in the nut butters and spreads area. In some stores, almond paste might be grouped with international or specialty foods, especially if the store has a section dedicated to European ingredients.