3. Sawdust and paint thinner. If you are seeking tips on how to get rid of oil stains on driveway, you can't do much better than this. Sawdust is an excellent remedy because, like litter, it's an absorbent that can mop up oil. Paint thinners then act as solvents that dilute oil-past paints.