I would discourage it. Having rock-bottom pricing, you'll not be able to afford to market to the same customers as your higher priced competitors and it will take you a very long time to build your customer base.
If you have other differentiating factors, that changes the equation but all things being equal, lower price isn't enough.
If you have other differentiating factors, that changes the equation but all things being equal, lower price isn't enough.