A new look for the new decade
The recommendations are only as good as their dataset, unfortunately. To improve them you can say not to use certain games for your recommendations (when you go to "Why?" on the recommended game's page) or that you're not interested in a game.
I've actually spent a lot of time working with the recommendations, marking what I like and don't like
Ultimately I'd love an Amazon-style rating system so we weight games both positively and negatively.
Some people seem to really like the recommended game box