More than once.
I was sorting through some books the other month and I realized that I had more than a dozen I'd bought based on the cover art alone. Horrible books that I'd trade off in a moment, but I really like the artist. Curse you Thomas Canty!
Of course the good side is that without his cover art, I would have never read Swordspoint, which was an exceptional novel.