Yes, you can and should use cooking olive oil on both your skin and hair. It's actually better for your skin and hair using this natural version of olive oil. If you can eat it, you can use it on your skin and hair. ... I have demonstrated using extra virgin olive oil on my face for massage and removing makeup.read more >>