How to Remove Stickers from Wood Without Scratches - Pinterest This is an easy way to remove stickers - and their sticky backs - from wood surfaces without scratching the wood. It works really well! . Explore Cleaning Recipes, Cleaning Hacks, and more! . How to remove stickers from furniture without chemicals! . Just put a little lemon oil on your finger and rub it on the sticker residue.