On Friday, Spotify confirmed that it investigated allegations of streaming fraud raised by Kalshi trader Caleb Davies. Davies, who has earned over $1.2 million across various prediction platforms, claimed that the surge of Malcolm Todd's song "Earrings" to number one on Spotify was a result of manipulation through bots. This incident has sparked significant concern about the integrity of streaming data and its impact on prediction markets.
Allegations of Bot-Driven Manipulation
Davies, a Minneapolis-based IT worker, has a history of leveraging Spotify data to make informed bets on music charts. However, his confidence in the system was shaken when he observed suspicious activity surrounding Todd's song. In a series of posts on X, he outlined his theory of "botting," where scammers allegedly use automated systems to inflate streaming numbers.
Davies noted that the rise of "Earrings" was statistically improbable, estimating it as a 1 in 77 octillion chance event. This prompted him to reach out to Spotify, Kalshi, and Polymarket with his findings, seeking clarity on the matter.
Spotify's Response to the Claims
In response to Davies' concerns, Spotify conducted an investigation and confirmed that it found evidence of artificial streaming. Laura Batey, a spokesperson for Spotify, stated, "All streaming services face ever-changing stream manipulation. Spotify has best-in-class detection and mitigation practices for manipulated streams, and we don’t pay out associated royalties." Despite the findings, the company did not elaborate on the motivations behind the manipulation.
Following the discovery, Spotify adjusted its charts, removing over 500,000 artificial streams, which consequently dropped Todd's song from first to fourth place. Kalshi, having already resolved the market in favor of those betting on Todd, engaged in discussions with Spotify regarding the implications of the findings.




