Sounds like the solenoid is bad, or you have a bad connection. Make sure all your battery, alternator, and starter wires are connected and clean. Also check the battery ground, and chassis ground.

I've seen just the solenoids for sale, but I don't see them for your car in Fastlane, but I didnt' search very hard.

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