The ingredients and appearance of tomato pies are different depending on where you are from. If you are in the Philadelphia area, a tomato pie is similar to a pizza without mozzarella cheese. In the south, a tomato pie is a savory pie with mayonnaise, and cheese, and fresh tomato slices. Aside from these two traditional versions, many other variations feature juicy tomatoes.