To remove small oil stains from leather upholstery, rub corn starch briskly into the stain with your fingers until the heat from the friction is felt. That heat loosens the oil and allows the corn starch to absorb the oil before the leather can. Vacuum or brush the powder off. Repeat until the stain is gone. Larger stains will require professional treatment.