  We study Cartesian decompositions of sets that are acted upon intransitively
by innately transitive permutation groups. We prove that such groups have at
most three orbits on such a decomposition. A consequence of this result is that
if $G$ is an innately transitive subgroup of a wreath product in product action
then the natural projection of $G$ into the top group has at most 2 orbits.
