This clip comes from Vine, according to its original soundboard listing, where six-second resigned one-liners became a staple reaction format. The phrase 'it is what it is' was already a popular shrug in everyday speech, and Vine creators adopted this deadpan reading, including a version addressed to Ann, as a punchline for fails and bad luck. It spread through reposts and meme compilations after Vine, surviving as short-form audio because the sentiment fits any disappointing moment. Creators still use it to close a joke with unbothered finality.