In the aftermath of an E. coli outbreak at Chipotle that sickened dozens of people across the United States last fall and led to an overhaul of the company's food safety practices, Americans reacted by avoiding the beloved fast-food chain. Restaurants that once sported long lines were suddenly empty, a phenomenon that was almost surely happening nationwide.