# Spotify removes 50 million AI spam tracks from recommendations

> Spotify has pulled over 50 million AI-generated songs from its recommendation system and changed how it surfaces music to highlight human artists.
- Title: Spotify removes 50 million AI spam tracks from recommendations
- Summary: Spotify has pulled over 50 million AI-generated songs from its recommendation system and changed how it surfaces music to highlight human artists. Spotify…
- Keywords: spotify, ai-generated music, music streaming, recommendation algorithms, ai personas, youtube music, deezer, bandcamp, universal music group, believe, technology, culture
- Source: The Verge — https://theverge.com/entertainment/1014284/spotify-ai-slop-spam-songs-removed
- Author: Emma Roth
- Published: 2026-10-20T14:18:37+00:00
- Read time: 1 min
- Topics: spotify, ai-generated music, music streaming, recommendation algorithms, ai personas, youtube music, deezer, bandcamp, universal music group, believe, technology, culture
## Spotify removes fifty million spam tracks
Spotify has removed more than fifty million songs considered AI-generated slop or spam from user recommendations over the past year, according to an announcement on Tuesday.
## Changes to highlight human artists
Spotify has also made changes to its music recommendation system to highlight more music made by human artists.

> Since we made these changes, we've seen a marked decrease in listener concerns about this content showing up in recommendations.
## AI Persona badge and detection methods
Spotify launched an AI Persona badge for artists using an AI identity that does not represent a real person, and will not recommend music from AI personas.
## Competitors take stricter stances
YouTube Music is putting labels on AI songs, Deezer is giving users an option to filter out AI slop, and Bandcamp is banning AI music entirely.
## Key takeaway

Spotify removed over 50 million AI-generated spam tracks from recommendations in the past year and adjusted its system to prioritize human artists.