WENN
Page, who recently appeared in Desperate Housewives, will make his debut in October, reports EW.
The multi-episode arc will see the former Mad Men actor play Lively's (Serena van der Woodsen) new boyfriend.
The fourth season of Gossip Girl kicks off on September 13 on The CW.