For the authors amoung us - have a look at Lulu's TitleScorer. Accoring to Lulu.com, they have analyzed 50 years worth of bestsellers to estimate a book's commercial success given the title.
You can even pit two titles against each other. Wonder how Spike Lee's Please, Baby, Please compares to Ezra Jack Keats' The Snowy Day.