The answer to the Democrat lead is NOT to run a Democrat with a Republican label. Shapeshifters and nuts are also not good Republican candidates.
http://www.city-journal.org/html/17_1_rudy_giuliani.html. Take a look at this by Stephen Moore to show that Rudy Guiliani is indeed a conservative.