You could also use something like Eastwood's Oxisolve. It's a rust remover but also leaves a zinc phosphate coating to help prevent rust for a while. There are other products that do basically the same thing. If you're not ready to prime/paint, this is a good option. I will probably go this route. Hope it helps.