[2] However, the club were not officially founded until 20 May 2023, when it hosted its formation ceremony at Tianhe Stadium.

[3] On 11 April 2023, Guangzhou E-Power appointed Li Bing as manager for the first-team in preparation for the 2023 CMCL season, in the fourth tier of Chinese football,[4] and he was appointed with a vision to win promotion to China League Two.

[5] Between 22 May and 31 May 2023, Guangzhou E-Power served as the host for the CMCL regionals group in the cities of Guangzhou and Foshan,[6] in which the club succeeded in as they grabbed a spot in the final round with a win over Macau side Chao Pak Kei in the qualifying round.

Guangzhou E-Power were drawn into group B in the final round, a group which consisted of clubs like Langfang Glory City and Binzhou Huilong.

[7] Guangzhou E-Power finished second in the group, but lost to Binzhou Huilong in the promotion play-offs.