When choosing an oil to soften calluses, the most important factor to consider is the type of callus you have. If you have a mild callus, you may be able to use a lighter oil like olive oil.
Look for something sufficiently powerful, but not too strong, to help eliminate calluses and soften feet, depending on how bad your calluses are. But before using them consult with a dermatologist or ...