With the sheer amount of choice available in the app markets, many consumers are looking to recommendation engines to suggest their next title.  Most stores have these type of collaborative filtering schemes built -in, and there are some standalone services as well, like

• Decide-o-tron
• Hooked – best games for you!

Your job is to make sure your game is included and optimized by these engines