Spotify says it has taken more than 50 million tracks it classes as AI-generated “slop and spam” out of its recommendations so far in 2026. The streaming service shared the figure on October 20, 2026, in a post on its For the Record blog, a one-year update on the AI protections it first announced in September 2025.
Still on the service, just not pushed to you
The 50 million tracks have not been deleted. According to Variety, they remain available on Spotify, but a listener would have to go looking for them, because they are no longer recommended by the algorithm or by editors. That number is separate from the more than 75 million “spammy tracks” Spotify says it removed from the platform entirely for “serious or repeated violations” of its rules. A Spotify spokesperson told Music Business Worldwide that the 75 million figure is the one the company first gave in September 2025, covering the 12 months before that, and that it is not sharing an updated removal count.
Spotify said the push started with listener behavior. “Earlier this year, we looked closely at the tracks listeners were skipping, ignoring, or telling us they didn’t want to hear,” the company wrote. “A clear pattern emerged: these tracks were consistently ones identified as slop or spam.” It said it has made “numerous updates” to its recommendation system over the past six months, that its editors do not program content identified as slop or spam, and that it has since seen “a marked decrease in listener concerns” about that content.
How Spotify says it spots it
“No single signal catches slop or spam on its own, so we combine many: listener engagement and feedback, upload patterns, metadata, and information from multiple third-party AI detection tools,” Spotify said, adding that AI detection “has limitations, and it will only get harder as generative AI evolves.” It also watches for mass uploads, duplicates, SEO manipulation, “spammy playlist networks” and artificially short tracks.
The company is now pitching its 1,000-stream royalty threshold, in place since 2024, as part of the defense. Under that rule, which took effect in April 2024, a track needs 1,000 streams, and a minimum number of unique listeners, in the previous 12 months to earn recording royalties, MBW explained. Spotify says tracks showing a high probability of being AI-generated are 10 times more likely to fall below that bar. Music Ally noted that the threshold has been controversial with some independent labels and trade bodies, who say it hurts their sector.
Badges, credits and verified artists
Spotify also gave updated numbers on its labeling tools. “Thousands” of profiles now carry its AI Persona badge, which marks artists whose identities Spotify believes are AI-generated, and those profiles are left out of editorial and algorithmic recommendations unless a listener follows them. Artists are submitting “tens of thousands” of AI Credits a day to disclose where AI was used on a song. More than 300,000 artists are now Verified by Spotify, which the company says covers more than 99% of what listeners search for, and more than 70% of them are independent, MBW reported. Spotify says its Artist Profile Protection beta, used by “thousands” of artists, will open to all artists by the end of 2026.
Rivals are moving too. YouTube Music began labeling songs made “primarily using generative AI” on October 14, 2026, and Deezer said on October 13, 2026, that users will be able to exclude fully AI-generated music from search results, according to MBW. “This work isn’t finished,” Spotify said. “AI moves fast, and bad actors adapt just as fast.”