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Spotify removed 500K+ streams of Malcolm Todd's Earrings after a 70% surge in 24 hours sent it to #1 on Spotify USA and coincided with suspicious Kalshi wagers

Platform removes more than 500,000 streams of Malcolm Todd track ‘Earrings’ on concern traders propelled it to number 1

Financial Times Stephanie Stacey

Context & Ripple Effects

Spotify has repeatedly had to police artificial influence on its service: earlier coverage described alleged bot listening tied to Boomy uploads and pay-for-play schemes around influential playlists. The removal of plays from “Earrings” extends that integrity problem from catalog-level fraud and playlist promotion to a sudden chart-moving event.

The coincident Kalshi wagers make the episode relevant beyond music discovery. If streaming rank can be affected by suspicious activity while it is also a tradable outcome, platform moderation becomes consequential to participants in adjacent event markets.

First-order effects

  • Spotify has removed more than 500,000 plays from Malcolm Todd’s “Earrings,” reversing or qualifying the surge that took the track to the top of Spotify USA’s chart.
  • The action puts scrutiny on the suspicious Kalshi activity and on whether the stream spike reflected genuine listener demand, while Spotify must defend the credibility of its chart rankings.

Second-order effects

  • Artists, labels, playlist operators, and marketers face greater risk that abrupt promotional gains will be reviewed or removed, increasing the value of auditable audience acquisition rather than raw stream volume.
  • Event-market operators such as Kalshi may face pressure to strengthen surveillance around contracts whose outcomes can potentially be influenced through activity on external platforms.

Third-order effects

  • As cultural metrics become inputs to tradable markets, streaming platforms’ anti-manipulation systems increasingly function as market-integrity infrastructure, not merely content-quality controls.
  • If these episodes recur, chart operators and event-market platforms may need clearer rules for disputed outcomes and closer coordination over anomalous activity; the corpus does not establish whether such coordination exists.

The trend: This is one data point in the convergence of platform-attention manipulation and financialized markets built around externally generated digital metrics.

Discussion

  • r/Music r on reddit
    Spotify Confirms Streaming Fraud After Kalshi Trader Cries Foul
  • r/indieheads r on reddit
    Spotify Confirms Streaming Fraud After Kalshi Trader Cries Foul
  • @vaelisfox @vaelisfox on x
    so everybody just using bots now huh
  • @bobbyallyn Bobby Allyn on x
    Kalshi API data shows that in the Spotify market that was manipulated, traders who put money on the wrong side of Malcolm Todd collectively lost a total of $145,000 unwittingly betting against bot streams [image]
  • @bobbyallyn Bobby Allyn on x
    Purchasing bots to juice Spotify streams for a Kalshi payout on what song will be No. 1. “Spotify ultimately adjusted its charts to account for the discrepancy, culling over 500,000 artificial streams...The process was not immediate, though, and Kalshi had already resolved the
  • @gaetend Gaeten Dugas on x
    Yesterday I requested that Kalshi not pay out the Spotify market until they investigated it. Instead, they rushed to pay it out mere hours later. Today, Spotify removed the streams that gave Earrings the win yesterday. It should have been in 4th place, not 1st. [image]
  • @dan_bernstein_ Dan Bernstein on x
    Noteworthy nugget on top of this: People have raised concerns about Kalshi's Spotify markets since last year, and I explicitly asked Kalshi and Spotify about this in January. So the companies should not treat this as some new surprise.
  • @givnerariel Ariel Givner on x
    Kalshi ran a $3M prediction market on Spotify's most-streamed song and bettors immediately responded by flooding it with 500k+ fake streams to rig the outcome. This is where the event contract matters. IMO, that contract was textbook “readily susceptible to manipulation” under
  • @russdiemon Russ on x
    So allegedly people can bet on a song going #1, manipulate the streams, cash the bet, and the artist reputation takes a hit even tho they might not even know it's happening. Insane. Maybe not everything needs a betting market lol