I'll be monitoring answers here closely ... I have a 2007 JK and this vehicle type poses specific issues.
Most racks grip onto rain gutters but the only rain gutters the '07 JK has are on the removable roof panels in the forward part of the roof; there are no rain gutters in the rear! It would be nice to have the rack grip to the rear of the roof so we can enjoy taking the panels off.