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, claw back royalties or remove music. A playlist risk result is a screening signal, not a guarantee or a finding by Spotify.
How often is the database updated?
The scoring engine runs daily across monitored playlists, with new playlists added through artist reports, industry feeds and automated discovery.
My playlist isn't in the database - does that mean it's safe?
No. Absence from the monitored set is not proof that a playlist is safe. Treat the result as one input and continue to review the playlist, provider and audience behaviour before pitching.
How is this different from artist.tools?
The Music Intel check cross-references known bad-actor networks with behavioural patterns over time and connects the result to StreamShield monitoring. It should be evaluated alongside other available screening tools.
Get automatic playlist fraud alerts
Artist Lab monitors every playlist your tracks appear in and alerts you the moment a high-risk placement is detected. Free to start.