11 Of The Easiest Ways To Remove Beer Bottle Labels Quickly Steaming the bottles for about 30 minutes should melt the glue enough for the labels to easily come off with a little coaxing. Just make sure that you rinse the bottles with warm water and that you use protective gloves to avoid breakages and scolding. Method 3: Dishwasher