When players unlock a new stage, they can get exclusive stage clubs by collecting at least one Club Card of it. Namely, the stage club won't be unlocked until players get at least one Club Card of it, and that's why some players can't get clubs from lower stages even when they are in higher stages. You can get club cards from stores, chests, daily deals and quests.