I've heard rumors that Pompeo was telling people he would be the VP pick even though no one was even speculating it would be him. It could be possible that the plan was for Trump to die right before the RNC convention and Nikki Haley would have been installed as the nominee and she may have picked him as her VP running mate.
I'm sure they thought they could steal it though.