Yet if I say something like: "an algebraic structure that is closed under $\cdot$, is associative, has inverse and identity" nobody will necessary call this structure geometric
and yes, a circle is homeomorphic to a square. It is not differomorphic though because you cannot differentiate at the corners of the squares