Guo played for the Guangzhou Pharmaceutical youth team before he was loaned to China League Two club Guangdong Sunray Cave in the 2007.

He made an impression within the team as Guangdong Sunray Cave won promotion to the second tier at the end of the 2008 season.

Guo was the part of the squad to win the 2011 Chinese Super League title, but he did not play any match in this season.

Without too much chances in Guangzhou Evergrande, Guo moved back to Guangdong Sunray Cave on a free transfer in January 2012.

[2] In January 2015, Guo transferred to fellow China League One side Jiangxi Liansheng.