I think the best thing to do is to make as many versions of something as possible to choose from. I only posted four versions of this but there was several sketches, color blockings and throw away tests. I often make experiments I hate that spark brilliant ideas! You also learn what isn't working.
It also helps to have friends with art backgrounds to give you feedback ;)