One of the most commonly asked questions during baby massage classes is "what oil should I use to massage my baby?" Most Certified Infant Massage Instructors (CIMI's) recommend a cold pressed, organic vegetable oil. A baby massage oil should be edible, but not all edible oils are suitable for infant massage.