I would look at the bid history. If you only go up a couple credits...that could be the reason. I was doing that in the beginning. I now go in and make it higher and then I sometimes become the highest bidder. This isn't always the case though.
I just looked at the history. My thoughts were correct on why it was happening. If you really want something make sure to key in the amount you are willing to bid.