How To Remove Wine Bottle Labels With Ease - Taste Ohio Wines Place the wine bottle in the bucket and submerge the label completely. Allow it to sit here and soak for at least 30 minutes. Carefully dry the exterior of the wine bottle and rinse under cool water to remove any residue from the label. Hot Water And Soap The final method is another soak.