Is This Playlist
Safe to Be On?
Paste any Spotify playlist URL. We'll check it against our database of known fraudulent networks, bot farms, and stream-selling services - instantly.
Getting placed in a fraudulent playlist can trigger Spotify royalty clawbacks and account penalties.
How We Score Playlists
Four independent signals, weighted by their fraud-predictive power.
Bad Actor Match
Direct match against our database of 13+ confirmed fraudulent streaming services, playlist networks, and bot farms.
Behavioral Patterns
Rapid track rotation, suspiciously uniform follower growth, and churn patterns that match known bot farming behaviour.
Content Quality
High ratios of filler music, ambient noise tracks, and suspiciously short audio used to inflate stream counts artificially.
AI Artist Presence
Concentration of AI-generated content from our blocklist of 1,000+ known AI artist profiles used to pad stream counts.
Common Questions
What happens if my track is on a fraudulent playlist?
Spotify's fraud detection can flag your artist profile, clawback royalties, or remove your music entirely. The risk has increased significantly as Spotify pursues stream manipulation more aggressively.
How often is the database updated?
Our scoring engine runs daily across all monitored playlists. We're continuously adding new playlists from artist reports, industry feeds, and automated discovery.
My playlist isn't in the database - does that mean it's safe?
Not necessarily. We monitor 5,000+ playlists but the total number of active playlists on Spotify is in the hundreds of millions. Not being in our database is a positive indicator, but not a guarantee. Sign up for Musicata to get continuous monitoring of every playlist your tracks appear in.
How is this different from artist.tools?
artist.tools focuses on individual playlist metrics. We cross-reference against a known bad actor network database, analyse behavioral patterns over time, and integrate with StreamShield - our track-level fraud monitoring system.
Get automatic playlist fraud alerts
Musicata monitors every playlist your tracks appear in and alerts you the moment a high-risk placement is detected. Free to start.