I only know that some specialists recommended it as a bargain at a barcamp a while ago. Your site get's thrown into the stumble stream, so people actually stumble upon your site, they don't have to click on an ad first to get to your site.

Apart from advertising, StumbleUpon also tends to bring a lot of visitors, more than the average digg I think.