Yes, Americans are biased, but perhaps in different ways than you might expect. The table below is from a 2015 Gallup poll indicating willingness/unwillingness to elect certain types of individuals as president — even if they were “well-qualified.”
However, when grouped by age, the responses are for some characteristics strikingly different.
Looking back over time, the responses have also dramatically changed.