As one who has run for local office in a Seattle-area suburb, yeah, there's no oil industry money sloshing around. At best one might get a few local businesses (at best), and some individuals for small amounts. If you're the big swinging genitalia incumbent, you might even be able to afford yard signs without dipping into personal funds!

One would seem to win local elections by being the incumbent, and knocking on a lot of doors.