In a perfect market the profit opportunity asymptotically approaches 0.

But a perfect market is a mathematical model, not something that you would see in real life. As you note some entrant is not going to jump into a market and undercut the competition by 1 cent (from 2 cents) and immediately capture all of the market share.

But this does illustrate the dangers of making a more efficient marketplace if your goal is to make profit.