You probably wouldn't, though. You're probably not going to relocate to Tulsa or St. Louis or wherever, because once you start looking at the decision seriously, you're going to realize that even if this one particular company has attractive jobs there, if you ever want to leave or get laid off or whatnot, the rest of the job market there ain't so great.
It's the kind of thing that sounds great initially, but starts to fall apart upon deeper analysis.