A perfectly competitive market would drive profits to zero.

It doesn't happen irl because there's no perfect competition. Like for example goods are not perfect substitutes for each other. I can't switch my drill to Black and Decker because then my charger won't fit. Another example is barriers to entry. A "natural monopoly" like a power company is insulated from competition because the costs for an entrepreneur to start their own power plant is too high.