The biggest problem with Mtgox was the security issues, due to CSRF attacks, which most likely occurred because the developer probably didn't have much experience with web security. You're going to need to keep on top of web security techniques and practices and be available to lock down the site if any exploits are found.

Also, if any personal information is needed, like SSN, Name, Address, etc. for legal reasons, your site will probably not kick off.