Melia Robinson/Business Insider The fastest-growing restaurant chain in the United States is a pizza brand that many Americans have likely never visited. Trade publication Nation's Restaurant News just released a list of the chains that grew the fastest in the US over the past year. Chains including MOD Pizza, Blaze Pizza, and Shake Shack topped the list.