If you or the person you'll be massaging has sensitive skin, you don't want a formula that can cause irritation. In most cases, you should opt for an unscented hypoallergenic oil. Be careful with nut oils, too, because they can also cause reactions. Look for an oil with few additives, such as organic or virgin oil...
The best massage oil - Virginian-Pilot