In this paper we estimate the (topological) stable rank of $C^*$-tensor products of $C^*$-algebras with the algebras of continuous functions on product spaces of closed intervals. Moreover, we give an application of this result to $C^*$-tensor products with the algebras of continuous functions on locally compact Hausdorff spaces.