You'll end up finding that a lot of your competitors are incompetent, or don't have the same ability to execute your idea quite like you can. In most cases I would say don't let competition discourage you. Let them show you what not to do.
Expanding on this, the fact that they've done it before is actually an advantage to you: now you know exactly what you can do to make it better. Improvement can always be made.