You're totally right to be skeptical. Private store margins are razor-thin, usually 1% to 3%. The 30% drop isn't from cutting retail markup. It only works because the city erases rent entirely and uses tax money to heavily subsidize the supply chain. It's run like a public utility, not a business.
