Chelsea advanced to the Conference League league phase despite suffering 2-1 defeat in their second-leg clash with Servette.
Enzo Maresca's side looked set to advance with ease when Christopher Nkunku opened the scoring from the penalty spot after 14 minutes.
Jeremy Guillemenot put the hosts level on the night with a low powerful strike before Enzo Crivelli's 72nd minute winner.