I've made soap using olive oil and almond oil bought from supermarkets before. I found you need to buy absolutely tons of the stuff from the soap making suppliers to beat the supermarket prices and I just make it for family and friends so don't really need wholesale quantities. If there is a reason you can't use it I don't know what it is and the soap didn't seem any different either.