car blind

When someone can't tell the difference between a normal everyday car and a nicer, more expensive car just by looking

Friend: you like my car?
Me: ya it's cool
Friend: it's a GT-R...
Me: oh it's a nicer car!
Friend:you couldn't tell by looking
Me: sorry I'm car blind...