I have a Honda CRV. I carry the mtb on the roof. I carry the road either on the roof or in back.

There are no roof options for the Cadillac STS with Yakima, Thule or Saris. These companies also do not recommend you use a trunk mount to carry bikes. It looks like the only option for the Cadillac is to had a receiver hitch to carry bikes.