Spotify scrubs 500,000 streams after Kalshi chart bets flagged
Spotify removed more than 500,000 artificial streams of Malcolm Todd's 'Earrings' after detecting suspicious betting on Kalshi's market for June's most-streamed U.S. track. The song had reached No. 1. Spotify linked the fake streams to manipulation aimed at influencing the prediction market outcome, where traders had wagered roughly $3 million. A Spotify source told The Hollywood Reporter the company would add additional chart checks before publication. Kalshi also commented on the matter.
This incident proves entertainment event contracts face a structural integrity crisis when private platforms control the underlying data. Spotify's ability to retroactively disqualify streams means Kalshi traders now face settlement risk from a single company's internal fraud detection, not just market price. For Kalshi, the fix is urgent: build real-time streaming verification into entertainment contracts or watch institutional participants exit the category. The prior stream-scrubbing incident already triggered a prominent trader boycott, signaling that participants will not tolerate markets where the referee can rewrite the score after the fact. Spotify's promised chart checks may prevent repeat manipulation, but they also make Spotify an unaccountable gatekeeper over contract settlement. Competitors in music, film, and social-media metrics will study this case closely, and Kalshi's next entertainment launch will be judged on whether it solves the oracle problem or ducks it.
Spotify's second direct action against prediction-market chart manipulation after asking Kalshi and Polymarket to remove logos over chart-rigging markets, confirming that streaming platforms will police their own data rather than wait for CFTC intervention.