Avoid processed foods: A Mediterranean diet comprises whole foods. It doesn’t involve many packaged or processed foods (think a long, lazy lunch versus a grab-and-go meal). Try to avoid highly processed foods, which often contain added sugars, refined grains, trans fats, and refined vegetable oils (soybean oil, corn oil, etc.)