The speaker recommends an Asian supermarket on 285 and Peachtree Industrial, which not only has a wide variety of Asian products but also boasts an outstanding food court, featuring eight restaurants. They mention that they're always searching for the best egg roll in Atlanta, and the city hasn't delivered yet.