And the great majority of normal people see neoconservatism for what it is, a political philosiphy. A crummy one, but a philosiphy, nothing more, nothing less.
My guess the great majority of normal people don't include neocon in their vocabulary and wouldn't have the faintest idea what it means. It's popularity rests largely in the media and the internet.