Appreciate is a social way of discovering new Android applications. You follow friends and base your new application installs of their recommendations. You can follow users with similar tastes in applications, and send personalised recommendations to other users.
Best of all, Appreciate features a great widget which will feed new applications to your phone every day.
In the words of the developer:
Discover apps based on what YOU like, and follow Facebook friends and others.