Do fish and pizza go together? At Fisherman's Pizza in San Francisco it certainly does! In addition to the more traditional pizza toppings to pick from are such choices as shrimp, clams and anchovies! As interesting as these selections sound, I did not feel brave enough to try any of them. Seafood pizza is just a bit too exotic for me and would probably need an acquired taste.