How to turn an average elevator pitch into one that gets consistent attention

Almost all of us will be asked, "what do you do?" And despite having to answer this question frequently, we struggle to create a powerful sense of curiosity with our answer. In short, the elevator pitch seems to fall flat. What makes it flat and how can we easily fix the problem?