Yes, you can use olive oil instead of butter to make biscotti. When substituting olive oil for butter in a biscotti recipe, it is important to use a light or mild olive oil and reduce the amount of sugar since olive oil has a stronger flavor than butter. Additionally, using extra-virgin olive oil may result in a bitter taste.