Background and release
On July 2, 2024, Max posted a snippet of an early demo of "Spot a Fake" on her social media. [4] 
On September 13, she announced the single's release date along with a new snippet, [5]  followed by the reveal of the single's cover art, which pays homage to the 2012 film  Moonrise Kingdom  three days later. [6]  [7]  Max stated the song and video tell a "story of betrayal and broken girl code" that were "inspired by moments that shook her inner circle". [8] 
In a promotional teaser video, it depicts a friend raising a knife behind Max's back, which fans speculate represented her former collaborator Madison Love. [9]  [10]  [11]  It was released for digital download and streaming on September 20. [12]  It was written by Max, LØLØ, Salem Ilese, and its producer Grand Boutin. [1] 
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