I buy the groceries.
Cook them, too. In almost every case, it's cheaper to buy ingredients and fix them than use processed high-salt and high-fat foods. It is more difficult, though. I can get a pound of hamburger for what a big fast-food burger costs.
There are other legitimate issues for low-income families, such as time available for food preparation, or access to a large grocery store instead of just a convenience store.