Good point. The large publishing houses often snub conservative writers even if they have an established record of success. Ann Coulter documented this very well in Slander.
The small publishing companies may not be willing or able to buy their way onto those front tables.
Two other sites to check out for reasonably priced books:
www.alibris.com
www.abebooks.com