It is used as medicine. Don\'t confuse turpentine oil with gum turpentine, which is the resin. Turpentine oil is applied to the skin for joint pain, muscle pain, nerve pain, and toothaches. ... In manufacturing, turpentine oil is used in soap and cosmetics and also as a paint solvent.