In Neko Atsume, the in-game currency is, of course, fish. Of course. There are two different kinds of fish to make purchases: Silver Fish and Gold Fish. Silver is the much more abundant type and is used in greater quantities for many purchases in the shop. Gold is a lot rarer and harder to get, but it does unfortunately mean way better items for your Yard. There are numerous ways to get fish in the game.