What Do You Like On Your Pizza? I like mine with mushrooms, tomato, pineapple, black olives, sausage and anchovies. YESSSSS!!! ANCHOVIES!!! The old Italian guy where we used to get pizzas when I was a kid got me hooked on them. He would always say, "Ya know, iffa you eata anchovies, you gonna grow lotsa hair onna you chest.". He was right!