After promotion to the Chinese Super League, Zheng took over as captain of the club as former captain Li Zhihai transferred to Guangdong Sunray Cave. Zheng scored five times in 25 appearances during the 2011 season as Guangzhou won the top tier title for the first time in the club's history, giving Zheng his third league title with three clubs. In the 2012 season, the club won the domestic double by winning the league title and the Chinese FA Cup; and in the 2013 season, won a third consecutive league title. In November 2013, Zheng captained Guangzhou to victory in the 2013 AFC Champions League Final as the club became the first Chinese club ever to win the AFC Champions League, and Zheng Zhi played the full game of the final，lifting the silverware as the captain. On 26 November 2013, Zheng was named the Asian Footballer of the Year by the Asian Football Confederation, becoming the second Chinese footballer to win the award after Fan Zhiyi in 2001.