This is what I am saying. In a competitive market, firms reach equilibrium and therefore economic profit becomes 0. The only way to profit is during the imbalance which by definition will trend towards equilibrium at profit 0.
You are confusing ideas. The equilibrium is not towards zero profit. Every firm in the market has a different cost structure. The firms on the margin will be the first to drop out as profits drop. This in turn lowers supply and raises prices. Higher prices will eventually bring new firms to the market with better cost structures. The concept of zero economic profit simply means that a firm who has MR = MC has a choice to make. Is there another market or product that would entice them to produce since there is no incentive to produce when they reach their profit maximizing condition. At zero economic profit that is simply saying, no, there is no switch so they stay in their industry. All this stuff of course assumes lots of assumptions. For example if I make cars for a living and suddenly there is an industry where I could sell haircare products, I'm not going to switch over my factories from making cars to hair care products.