PC Master Race

Honestly, my experience is that Steam's recommendation systems are not great. The average user rating usually more-or-less concurs with my opinion. If something is rated Overwhelmingly Positive, I'll generally like it. The "More Like This" thing has on rare occasions been useful, though usually human recommendations for similar games from searching Reddit or similar has given much better results. But things like the recommendations queue are just terrible. They never turn up anything that I like.