K.D.
Olive oil works well. I put olive oil on scratches from my cats and dog, leave it there a few minutes and then wiped it off. Give it a day to work into the leather and it should look better. The scratches we have on our leather couch are not very deep, for deeper scratches you may have to call a professional.