It’s not merely the lack of Conservative candidates...it’s the fact that the GOP-e actively campaigns against Conservatives, and often prefer democrats win instead.
Just look at what they did to undermine the races for Governor, Lt Governor and Attorney General here in Virginia.
The GOPe held back support for the very conservative Republican candidates here and allowed three staunch communists, one a true carpetbagger, to win all three races.