The bar I always use for "prank" is:

Something you can do to a complete stranger, and that stranger willingly acknowledges the humor value -- beyond "it was funny for other people to laugh at me" -- after the fact.

(They may not personally think it was funny, which leaves some gray area for failed/bad pranks, but they at least acknowledge that it had humor conceptually.)