How to Remove Labels from Wine Bottles the Easy Way Using a measuring cup with a pour spout, carefully fill the empty wine bottle with hot water. Either set the bottle on a flat surface, or hold the bottle with a towel or pot holder. Be very careful! Let sit for a minute or two. The hot water will loosen the label's adhesive.