A song's overnight leap to No. 1 is usually a feel-good story. This one set off alarm bells — not in the music industry, but in a betting market.
What Spotify did
Spotify removed more than 500,000 streams from "Earrings," a song by the artist Malcolm Todd, after determining the plays had been artificially generated, The Hollywood Reporter reported. The song had surged to the top of Spotify's U.S. daily chart before the correction dropped it back down the list. In a statement, Spotify said it does not pay royalties on manipulated streams and touted its detection systems, saying "all streaming services face ever-changing stream manipulation."
Crucially, no one has suggested Todd or his team had anything to do with the inflation. By the accounts of the outlets covering it, the artist appears to be a bystander whose song was used as a vehicle, not a participant in any scheme.
The prediction-market twist
What makes the case unusual is who noticed. The suspicious activity was flagged not by a label but by a trader on Kalshi, a regulated prediction-market platform where people can wager on real-world outcomes — including, it turns out, how songs perform on the charts. According to Stereogum and CBS News, an analyst monitoring the numbers found the song's sudden jump so statistically improbable — he described it as an almost impossibly rare event — that he alerted Kalshi and urged it to hold off on paying out related bets.
The apparent logic of the scheme: if someone could artificially push a long-shot song to No. 1, they could cash in on a market that had priced that outcome as highly unlikely. In other words, the streams may have been fake, but the money riding on them was real.
What streaming fraud is
The underlying trick is not new. "Streaming fraud" typically means using bots or click farms to rack up plays a song never really earned, in order to boost chart position, collect royalties, or — as alleged here — move a bet. Streaming services run detection systems to catch and discount those plays, but the schemes keep evolving, and the rise of markets that let people bet on chart performance adds a fresh financial incentive to game the numbers.
Where it stands
Kalshi said it was in touch with Spotify and investigating, and it moved to distance itself by adjusting how it describes chart-based markets on its site. No individual or group has been publicly identified or charged as responsible for the manipulation, and the allegations remain just that. What is clear is the shape of the problem: as music metrics become the basis for real-money bets, the incentive to fake them grows — and, this time, it was a gambler, not the music business, who caught it first.
