6 Ways To Remove Beer Bottle Labels (Fast & Easy) - Liquid Bread Mag Here are 6 fast and easy ways to remove a beer bottle label: Use an adhesive remover. Use a mineral spirit. Soak the bottles in water and powdered laundry detergent. Use vegetable oil. Soak the bottles in ammonia solution. Soak the bottles in water and baking soda.