Capone released Oh No in 2005, sampling the Shangri-Las 1964 song Remember Walking in the Sand, whose oh no refrain became the track's hook. The song found a second life on TikTok around 2020, when creators paired the chorus with videos building toward an obvious mistake. As the trend spread to YouTube Shorts, Instagram Reels and compilations, the short chorus became shorthand for impending disaster online. Even without the rest of the track, listeners recognise the loop immediately and expect a fail, which is why the clip remains a staple reaction sound.