The difference between a fruit tart and a fruit pizza is the crust. A fruit tart is made with a pie crust, with raised, dimpled edges. A fruit pizza is made with cookie dough, and is flat along the edges. Both are round, covered in a cream type frosting, and finished with fresh fruit. So, they are very similar aside from the crust type.