Despite have being produced by Cartoon Network Studios instead of Hanna-Barbera, it shows the latter's logo at the end.
This episode was supposed to air before "Him Diddle Riddle".
Despite being originally aired on May 4, 2001, it incorrectly has a 2000 copyright. This was fixed that it has a 2001 copyright which was aired on June 7, 2002 as part of the episode's reruns.
"Get Back Jojo" was produced after "Film Flam", but aired after All Chalked Up (2001) aired its first place, and the second episode in production order to use digital ink and paint but the first in airing order until Superfriends (2001), the first episode in production order but the start of the beginning to already have their technique onwards.
The last episode to feature the traditional H-B sound effects that are recorded and produced by Hanna-Barbera before Cartoon Network Studios has taken over to re-record the 'classic' traditional H-B sound effects exclusively.