Yes, you can combine olive oil with lemon juice. Lemon juice is a great way to add flavor to food and also has some health benefits. Olive oil is a healthy cooking oil that is high in monounsaturated fats. When combined, these two ingredients make a healthy and flavorful dressing or marinade.