How to Spot Fake Spotify Playlists: A 25-Point Check Before You Pitch

This is the problem PlaylistGOATS exists to solve, so here's the manual check, then where tools come in.

Why it matters

Spotify says artificial streams don't earn royalties, don't count toward public stream numbers or charts and don't help recommendations. Your distributor can warn you, charge a penalty fee, suspend your account or remove your music. Getting added to a fake playlist isn't a win. It's a liability.

The 5 big signs

1. The follower math is off. A playlist with 10,000 followers from a curator with 5 followers is suspicious. Real playlists are built through an audience, which usually shows in the curator's following. Even paid-ads curators usually pick up some followers on their own profile.
2. It grew too fast. Zero to 1,000 saves overnight is a classic bot pattern. But modern bot farms drip-feed saves to look natural, so smooth growth doesn't prove it's real.
3. Listening doesn't match following. Big follower count, full of unknown artists with tiny listener counts? Who's listening? One check: estimated monthly listeners should be well above daily follower growth. If a playlist gains dozens of followers a day with a few hundred estimated listeners, the math doesn't work.
4. Songs dumped all at once. Real curators add songs gradually. Fifty tracks in 30 minutes looks like a selling operation.
5. The text and branding. "Promo," "DM me," a payment handle in the description. Legit curators sometimes say this too, so treat it as a minor signal alone.

More red flags

Branding and profile:

• Bad or no branding.
• A mysterious curator profile with no other presence online.
• Fishy follower names.

Playlist content:

• Lots of unknown artists with no real listening.
• Famous artists plus one or two unknowns (the unknowns are paying).
• Random tracks that don't fit a theme or genre.

Business model:

• Pay for placement.
• Paid playlist promo as the main business.
• Submission gates that exist to collect money.

Numbers:

• Incredible save rates.
• Stream-per-listener rate that's too high.
• Big spikes or declines in playlist metrics.
• Poor engagement on tracks.
• Weird top countries and cities, or oddly weighted geographic listening.

Check your own data after you're added

Spotify lists these in Spotify for Artists:

• A sudden spike for no apparent reason, then a drop.
• A spike from a location where you've had no history.
• A majority of streams from "Other" or unexplained sources.

If you see these, tell your distributor and share any services you used. Spotify says that helps their review.

The 5-minute manual check

1. Compare playlist followers to curator followers.
2. Open five artists on the playlist. Do they have real monthly listeners?
3. Scan when songs were added.
4. Read the description and the curator's profile.
5. Search the curator and playlist name with "scam" or "bot."

Go / no-go checklist

Go if most are true:

• Followers fit the curator's reach.
• Songs added gradually.
• Artists have real listeners.
• Curator has a real presence.
• No pay-for-placement.

No-go if any two are true:

• Follower mismatch.
• Bulk dumps.
• Unknown artists with big follower counts.
• Payment handle in description.
• Spiky or weirdly geographic data.

Where tools help (and where they don't)

Bot checkers score the same signals faster. They can't prove anything: bot farms adapt, and some legit playlists grown by ads look odd. Use a tool as one input, then do the manual check. PlaylistGOATS includes fake-playlist detection alongside curator matching and pitch tools.

What to do if you're already on one

1. Check your Spotify for Artists data.
2. Tell your distributor and share how you promoted.
3. Report the playlist to Spotify. Spotify says it investigates reports.
4. Stop working with whoever put you there.