Fake Spotify Playlists Leave a Fingerprint. Here's What It Looks Like.

A curator I work with (real guy, keeping him anonymous because he still has to deal with these playlists professionally) told me last month that half his DMs now open with some version of "is this a bot playlist or am I being paranoid." That's a healthy question to be asking. It's also a question artists are increasingly answering for each other in public before they ever get to us, and honestly, they're better at it than most paid "avoid scams" guides.

I spent a chunk of this week reading through the threads and forum posts artists leave behind after getting burned. The pattern-spotting is more useful than it gets credit for. Here's what's actually being said, where I think it's right, and where I think it misses something.

The tell isn't the stream count. It's the silence around it.

The most repeated diagnostic across r/WeAreTheMusicMakers, r/musicmarketing, and the broader promo-scam conversation isn't how many streams a playlist generated. It's what happens around those streams. As one writeup on Spotify promotion scams put it:

"Bot streams come from fake accounts that stream once and disappear. They generate stream count but zero saves, follows, or replays, which tanks the algorithmic signal."

A real placement leaves fingerprints, saves, follows, people who come back for the next release. A botted one leaves a spike and then goes quiet.

You can watch this documented almost comically precisely in a post from Spotify's own Community forum, where an artist checked their placement stats after getting added to a playlist:

"Out of its 107,064 followers, 107,057 followed in the past 28 days. Got one of my songs added and only a day later it got around 2k plays that day, coming from that list. Meanwhile some other songs from that list have been on there for days and they're still stuck at 2.5k."

That last detail is the one nobody talks about enough. Real playlists don't have every track capped at almost exactly the same number. That's not popularity. That's a script running to a quota, and once you know to look for it, you start seeing it everywhere.

Follower graphs that don't match reality

The second most common complaint is about the follower count itself, not the streams. Another artist on the same forum described it this way: "the number of followers increased extremely in a short time. I suspect that it was a bot playlist." Genuine curator-built playlists grow the way real audiences grow: slowly, with plateaus, the occasional bump from a shared post or a decent week. A playlist that jumps from a few hundred followers to a hundred thousand in a month, with no press cycle and no viral moment to explain it, isn't a discovery story. It's inventory being manufactured for a pitch deck.

The $50-for-15k-plays pipeline

This is where the community gets properly cynical, and fairly so. Scroll Fiverr's playlist promotion category on any given day and you'll find listings that read almost exactly like the examples one music PR blog collected: "15-20k Guaranteed plays on 12 Playlists for $50, get your music heard!" and "I will promote your Spotify song to our playlist with 50 thousand followers and make it go viral." The same writeup explains the mechanism plainly, and it matches what curators have told me for years: these gigs typically work by adding a track to a playlist stacked with other artists and then running bots through the whole thing to inflate the numbers on everyone at once.

A scan of Fiverr's own Spotify promotion category shows most listings priced somewhere between $33 and $99. That's not nothing, but it's also nowhere near what real curator time and audience-building actually cost, and that gap is exactly what bots get hired to fill. If you're trying to figure out what you're actually buying at different price points, we broke down the differences between paid promotion routes in our comparison of SubmitHub, Groover, and PlaylistGrow, and none of the legitimate versions involve a guaranteed play count.

Where the anger belongs

Here's the part I think deserves more attention than it gets: a lot of the frustration in these threads isn't really aimed at the scammers. It's aimed at Spotify's enforcement. Getting caught in a botted playlist you never requested, then getting flagged for artificial streaming months later, is a genuinely unresolved problem. One commenter on Spotify's "Stop Playlist Scams" Community thread summed it up better than most trade coverage does:

"Everyone agrees that streaming fraud is a major issue. But the approach of making artists responsible for this, when they are often the victims of it, instead of the perpetrators, is ridiculous. Simply go after the bot farms and the promo services."

I don't think that's an overreaction. If your song gets added to a scam playlist without your knowledge and your account eats the consequences, the system is punishing the wrong party.

Where I'd push back a little on the forum consensus: not every stream spike is a scam. A real editorial pickup, a TikTok moment, a blog cosign, these produce sudden jumps too, and I've watched artists panic-report a legitimate placement because it grew "too fast." The instinct to check save rate and skip rate instead of the raw number is correct, and we've actually run the numbers on this ourselves in our save rate breakdown across 8,760 playlist placements. The mistake is treating speed alone as proof of fraud. It's one data point, not the whole picture.

The fallout is also not just forum folklore. One Trustpilot review of a promotion service reads: "FAKE STREAMS!!! DO NOT USE... Song got taken down off Spotify, it WILL trigger the algorithm for botted streams." That's not a rumor circulating in a thread. That's a paying customer describing the exact outcome the forums warn about.

What we actually check before a placement goes live

The forums are, in my honest opinion, better at spotting new scam patterns than most paid guides, ours included, because the people writing them have money on the line and no incentive to make it sound easy. Where the discussion falls short is on the vetting side. Knowing what a fake playlist looks like doesn't tell you how to build a network of real ones. That's the actual job, and it's slower than any thread makes it sound.

Here's roughly what we check before a placement goes live. Ask any promotion company these same five things before you pay anyone:

• Follower growth over months, not a snapshot. A flat line followed by a vertical jump disqualifies a playlist on its own.
• Save-to-stream and skip-rate patterns on existing tracks, checked against genre norms rather than a single "good" number.
• A real, identifiable curator behind the playlist, not an anonymous handle with a Gmail address in the bio.
• No guaranteed stream counts in the offer. A price attached to a specific number before anyone's heard the track is the whole scam in one sentence.
• Genre and audience fit checked by a person, not just keyword-matched. A playlist stuffed with the right tags and the wrong actual listeners is a bad placement even without bots involved.

Fake vs. real playlist signals, side by side

Signal	Likely fake / botted	Likely genuine
Follower growth	Sudden vertical jump, mostly within days	Gradual growth over months, occasional bumps
Engagement after adding a track	Stream spike, near-zero saves or follows	Streams accompanied by saves, follows, playlist adds
Description content	Contact email, submission link, or price list	Curator name, mood or genre description, no sales pitch
Pricing language	Guaranteed stream or follower counts	Submission fee only, no outcome promised
Track cap pattern	Every song plateaus at nearly the same number	Varied performance track to track

We've been running campaigns since 2019. Across 1,587 campaigns and 1,459 artists served, the placements that hold up over time are the ones vetted this way, which is part of why 5,182 of our 9,236 total placements are still active instead of quietly dropped after a month. Most of that work runs through Rap/Hip-Hop, Afrobeats, Pop, Electronic/Techno, and R&B/Soul, and the checklist doesn't change by genre, because the bots don't discriminate either.

If you're planning a release and want to build the campaign around real placements instead of gambling on a Fiverr gig, our playlist promotion service runs on exactly the checklist above. If you're earlier in the process and want the release plan itself sorted before you spend a cent on promotion, the 90-day release checklist is free and covers the groundwork most artists skip before they start chasing playlists at all.

Dead engagement and unnatural follower spikes are real, reliable tells, and artist forums are faster at catching new scam variants than most paid trade coverage manages. What they sometimes miss is that spotting a fake playlist and building a network of good ones are two different skills. The second one just takes longer than a thread can capture.