I'm assuming that the biggest source of affiliate driven traffic could/would be from owners clubs/forums - these tend to specialise in one make (sometimes one model).
Do you have landing pages etc that would aggregate your products into the ones appropriate for the models of car?
Where do your current affiliate links land?
Also - are you running the scheme in house - I'd imagine you'd get sheds load more affiliates if you used a network.
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