Recommending more expensive thing to a person that explicitely asked for the opposite is NOT reasonable. It is the opposite of reasonable. Regardless of what you or model creator thing of statistical behavior of demographic.

And in general, ignoring what I say and replacing it with stereotype makes you or model sux. Regardless of whether there is some statistical bias of my demographic