We examine some recently-constructed families of asymptotically-AdS$_3\times$S$^3$ supergravity solutions that have the same charges and mass assupersymmetric D1-D5-P black holes, but that cap off smoothly with no horizon.These solutions, known as superstrata, are quite complicated, however we showthat, for an infinite family of solutions, the null geodesic problem iscompletely integrable, due to the existence of a non-trivial conformal Killingtensor that provides a quadratic conservation law for null geodesics. Thisimplies that the massless scalar wave equation is separable. For anotherinfinite family of solutions, we find that there is a non-trivial conformalKilling tensor only when the left-moving angular momentum of the masslessscalar is zero. We also show that, for both these families, the metric degreesof freedom have the form they would take if they arose from a consistenttruncation on S$^3$ down to a (2+1)-dimensional space-time. We discuss some ofthe broader consequences of these special properties for the physics of theseblack-hole microstate geometries.