Do you live in or near a large city? My theory is that the stores which have the book in plain sight cannot be in small cities. (but, I could be wrong).
I think location is the silver bullet here -- not whether or not the area is conservative/liberal. Large book stores in San Francisco must have Ann's latest book in plain sight. They have to -- they can't get away with hiding it, like the small cities can.