Being on the other end of the stick , I can tell you that the majority of folks do look first at the cover. My publisher re=covered one of my books with much better artwork and the online sales took a hefty bump. This is why I caution any self-pubber not to get cheap with their cover. If it looks like ameture hour on the outside, readers may make the same judgement about the inside as well.