Whilst I obviously think the most important trait of a good game is beautiful game-play, having great visuals is a very close second.
In fact, I am not ashamed to admit that I am a huge graphics whore, who will often dismiss otherwise playable games due to sub-par art direction. Even though I have chosen to live as an avid gamer, life is still too short to be playing games that aren't awesome in every way.