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# Spotify Cracks Down on Prediction Market Gaming of Charts
- URL: https://adjacent.media/signals/spotify-cracks-down-on-prediction-market-gaming-of-charts/
- Published: 2026-07-04T11:03:31.000Z
- Updated: 2026-07-04T11:03:31.000Z
- Description: Spotify’s removal of 500,000 streams from Malcolm Todd’s “Earrings”—apparently boosted by Kalshi and Polymarket traders betting on its chart performance—exposes how prediction markets monetize gaming the system.
- Author: Jonathan Greene
- Tags: #signal, theme-consumer, creator economy mechanics, platform dynamics, attention economy

Source: [The Next Web](https://thenextweb.com/news/spotify-prediction-markets-chart-manipulation?ref=adjacent.media)

Spotify's removal of 500,000 streams from Malcolm Todd's "Earrings"—apparently boosted by Kalshi and Polymarket traders betting on its chart performance—exposes how prediction markets monetize gaming the system. The music industry has dealt with chart manipulation for decades, but this adds a structural enforcement problem: when fraud carries direct financial payoff, it scales. The removal also threatens Spotify's chart credibility, which underpins playlist placement algorithms and the discovery economy that labels and artists depend on. That's the real vulnerability: not the single incident, but the incentive structure it reveals.