The positive semidefinite rank of a nonnegative matrix is an example of a cone rank of the matrix extending nonnegative rank. This new rank comes with many open questions and applications. In the context of polytopes, the smallest possible SDP representation of the polytope is controlled by the psd rank of the slack matrix of the polytope. In this talk I will explain recent results on this rank in the context of SDP representability of polytopes.