Fundamentally bayesian antispam, netflix, and amazon all win because they generate recommendations as a side effect of user actions (ideally "what they buy/watch", but even just marking things with stars or tags). Hunch is a failure because it tries to get users to explicitly generate recommendations.

Humans are unreliable self-reporters.