I was probably careless when I did my research, but I just found a company that does the exact type of sentiment analysis on Amazon reviews (as I have independently envisioned):

http://techcrunch.com/2008/06/30/pluribo-is-cliffsnotes-for-...

Not sure how to react to this but sigh.