6 Ways to Remove Product Stickers & Labels - Avery Fill your container with enough white vinegar to cover the entire label face and let them soak for 15 minutes or longer. Heating up the vinegar in the microwave or on the stove can help with tough labels. Carefully remove the jar and peel away the label. If they've soaked long enough, your label should remove easily.