Trader Joe’s voted America’s favorite grocery store for a third straight year By: MarketWatch May 13, 2015 at 12:55 PM EDT The lines at Trader Joe’s once are there for a reason: It’s the U.S.’s favorite grocery store. Read More >> Related Stocks: Costco Wholesale Kroger Co Target Corp Wal-Mart Stores, Inc. Whole Foods Market