It was even simpler than that. I just applied a chain of simple logic
based on the definitions previously provided. If "neo" is new, then if
someone is a "neo"conservative, that implies that they were
previously something else. The most common "other" ideology would be a
liberal. Therefore, a "new" conservative would most likely be an "old"
liberal.

Binary thinking at its finest. Only two possibilities to consider.