- A book of this episode will came out June 23, 2015, according to Amazon.com.
- Fourth 1-hour special ("Jake and the Never Land Pirates: Peter Pan Returns", "Jake and the Never Land Pirates: Jake's Never Land Rescue", "Jake and the Never Land Pirates: Battle for the Book"), and eighth episode that is longer than 11 minutes (the 4 mentioned, "Pirate Genie-in-a-Bottle!", "Jake's Royal Rescue", "Pirate Genie Tales", and "Smee-erella!").
- This is also be the first special to not be marketed as a "Family Night Special Event", as it will air during the day as part of Disney Junior's Soaring Over Summer promotion.
- This episode marks the first appearance of Lord Fathom, Sinker, the Strake and King Neptune.
- This special marks Jake's official captain status.
- The episode was written by Mark Seidenberg.
- The storyboard was by Carin Anne Anderson,Sharon Foward,Kelly James,Kirk Hanson,Naz Ghodrati-azadi, Dave Williams.
- This is the first special not to feature Peter Pan.Although he is briefly mentioned in it.
- This is the second special not to feature Tinker Bell.
- This is the second special not to feature Tick-Tock the Crocodile.
- This special marks the first appearance of Beatrice Le Beak's ship which was mentioned earlier in the episode "Jake and Sneaky Le Beak!".
- This is the first special Captain Hook is not the main antagonist.
- This is the second special episode to not feature the gold doubloons (the first being "Battle for the Book").
- In the earlier concept of the special the main antagonist was a mer-witch named Ezmerelda.
- In the earlier concept of the special Captain Mummy and Red Jessica were also part of the League of Never Sea Captains.
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