At the beginning of this episode, a mermaid washes up on the side of the boat. However, this plot is also similar to "The Suite Life on Deck," which Debby Ryan (Jessie) previously starred in.
The title is a reference to Lost at Sea,
Alternate title; "Catch of the Day."