Spotify removes over 50 million AI‑spam tracks from user recommendations

The streaming service said the purge uses multiple detection signals and follows a 2025 policy tightening that eliminated 75 million AI songs.

By Felo News Desk · Published Tue, 20 Oct 2026 23:57:21 GMT

Spotify announced on Tuesday, Oct. 20, that it has removed more than 50 million AI‑spam tracks from user recommendation lists, adding to the 75 million songs already taken down from the platform, according to the company’s own update.

What happened

The company said the latest purge targets tracks identified as AI‑generated slop or spam that appear in recommendation feeds. It reported that the 50 million songs were removed from recommendations during 2026, while the earlier removal of 75 million tracks was completed in 2025.

What the reports add

Billboard noted that Spotify combined several tools—including upload patterns, metadata, third‑party AI detection services and listener engagement data—to flag “AI‑slop” songs.
Gizmodo reported that Spotify examined tracks listeners were skipping, ignoring, or marking as unwanted, and that the effort has been ongoing for the past six months, with changes to the recommendation algorithm to prioritize human‑made music.
Billboard said more than 300,000 artists have earned a “Verified by Spotify” badge, about 70 % of them independent, and that an “AI Persona” badge now excludes labeled AI‑artist profiles from personalized recommendations.
Gizmodo added that Spotify’s system looks for mass uploads, duplicate files, SEO manipulation, spammy playlist networks and artificially short tracks, and that the company has seen a noticeable drop in listener complaints since the changes.

What was said

“I want to be clear about one thing,” Charlie Hellman, Spotify’s head of music, said in a press briefing in September 2025. “We’re not here to punish artists for using AI authentically and responsibly. We hope that artists’ use of AI production tools will enable them to be more creative than ever, create more content that excites fans and offer the best possible experience on Spotify. But we are here to stop the bad actors who are gaming the system, and we can only benefit from the good side of AI if we aggressively protect against the downside.” – Billboard

“Using these signals together, we can identify likely slop or spam with more confidence,” Spotify said in a blog post. “We also hunt for new tactics, including mass uploads, duplicates, SEO manipulation, spammy playlist networks, and artificially short tracks. As spammers change tactics, we’ll keep updating our systems.” – Gizmodo

How it came about

The crackdown follows a policy update announced in September 2025 that removed 75 million AI songs from the service entirely. Earlier in 2024 Spotify introduced a 1,000‑stream annual threshold for tracks to qualify for recorded‑music royalties, a measure aimed at curbing mass‑upload schemes that generate fraudulent royalties. The current purge builds on the detection framework described in those earlier efforts and on the verification and AI‑Persona badge programs launched in April and September 2025 respectively.

Key facts

Spotify removed more than 50 million AI‑spam tracks from user recommendations in 2026. (gizmodo.com)
The company had already removed over 75 million AI tracks from the platform in 2025. (billboard.com)
Detection relies on upload patterns, metadata, third‑party AI tools and listener engagement. (billboard.com)
Charlie Hellman said Spotify does not aim to punish responsible AI use. (billboard.com)

Timeline

2025-09-01 — Spotify announced policy tightening and removal of 75 million AI songs.
2026-04-01 — Spotify began reviewing listener‑skip data for AI‑spam detection.
2026-10-20 — Spotify announced removal of 50 million AI‑spam tracks from recommendations.