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Wednesday, July 9, 2025

The way to inform if a playlist is botted


In case your music’s getting botted, your music may get booted. 

Sure, tracks and playlists with inflated streams (also called streaming fraud) run the danger of being faraway from platforms like Spotify and Apple Music. 

And also you run this danger whether or not or not you knowingly interact in dangerous habits. 

For example, when you enlist a promotion firm who inflates your streams, or in case your music finally ends up on a botted playlist, you possibly can see your monitor, your catalog, your whole person account, or your artist profile deleted from the very platforms you depend on to share your music with the world. 

“How do I keep away from getting my tracks eliminated?”

Nicely, I wrote an entire article about streaming fraud: What it’s, why it occurs, the way it negatively impacts all artists and labels, and how one can keep away from the fallout. 

I like to recommend you learn these ideas. However there was one space that required a bit extra element: The way to know if a specific playlist has inflated streams, so you’ll be able to steer clear! 

Right here’s how one can keep away from botted playlists. 

“Is that this playlist going to assist or harm me?”

There are a handful of issues to search for which will point out a Third-party playlist has been created for functions outdoors of genuine human engagement.

Suspicious playlists may exist to:
  • Home tracks by artists who’ve paid to have their stream-counts inflated
  • Collect tracks by artists who’ve paid for placement, regardless of the playlist having no real listener curiosity
  • Assemble a catalog of probably problematic tracks, equivalent to AI-generated audio, purposeful noise, music by faux artists, and carbon-copies (copyright infringement!)

You solely have so many minutes in your day. For those who’re pitching your music to playlists, you need that point to be well worth the effort. So there are a selection of issues you’ll be able to verify beforehand to see if a playlist is legit or suspicious. 

A few of these issues are publicly and immediately viewable, and a few of them require you to entry sure knowledge by a service like Chartmetric or artist.instruments — or on the very least, to do some deeper evaluation by yourself. 

The extra apparent crimson flags embrace:

Unhealthy or no branding

Legit playlists care about their listener expertise, and which means they’ve in all probability put a variety of effort into not simply the listing of tracks, but in addition the playlist cowl paintings and profile paintings and descriptions.

If a playlist seems to be shoddy or uncared for, you must keep away from it.

A mysterious person profile

Does the playlist curator appear to be an actual particular person? Cool.

If not, beware. 

No different web presence

Numerous severe curators can have a social profile and/or web site to share the lists they’re pleased with.

In the event that they don’t, why are they hiding? 

Fishy followers names

You possibly can view the followers of the person account who created the playlist.

Scroll by. For those who see principally numbers and squiggles and smashes like this…

 … flip round!

Numerous unknown artists

This isn’t to say there aren’t music followers on the market who genuinely love obscure artists.

However be sincere: Most playlists are going to include some artists who’re, if not well-known, not less than notable inside their sub-genre. 

Numerous well-known artists, plus one or two unknowns

Hmmmm.

Why would these obscure tracks be welcome in an inventory populated nearly totally by larger songs? Fishy.

Numerous random tracks that don’t match a theme or style

Think about a playlist with no recognizable vibe or organizing precept. Who would take heed to such a playlist?

Not people. Bots.  

Pay for placement

Somebody who asks you to pay to get your monitor on their playlist clearly has totally different incentives than sharing their favourite music.

Ask your self why. 

It is a large one. For those who’ve enlisted an organization or promoter to get your monitor onto playlists, you higher be rattling certain that they’ve vetted an inventory of legit curators.

As a result of the extra widespread incidence, sadly, is that these promo corporations are scams, guaranteeing outcomes, after which utilizing fraudulent ways (like bots) to ship the “outcomes.”

Tragically, the ultimate consequence could also be your music’s elimination from streaming platforms. 

Submission gates

If somebody forces you to comply with a playlist earlier than you’ll be able to submit a monitor, they’re artificially inflating the looks of curiosity.

This doesn’t essentially equate to botted streams, however it’s a warning signal the playlist isn’t price your time.

The follower depend doesn’t matter; it’s what number of people are literally LISTENING to a playlist. 

Random “followers additionally like” suggestions

This one could take a little bit of digging in your half, however try the artists who’re featured on a specific playlist. Have a look at their Spotify profiles and see if the opposite artists talked about within the “followers additionally like” part are ACTUALLY comparable.

If not, they could be artificially inflating their streams by showing in botted playlists with dissimilar music. 

Unbelievable save-rates

This will likely sound counterintuitive, since bots are primarily disengaged listeners and also you may suppose that an ideal save-rate reveals true enjoyment.

However right here’s the factor: In case your music is on a playlist that’s driving wonderful streaming AND save outcomes, it may be fishy. As a result of in any case, your music is on a playlist. Which by design is a extra passive listening expertise.

So if the save-rates appear too good to be true, it may be a sign {that a} subtle bot farm is clicking that save button too. 

“Stream per listener” fee is just too excessive

In case your music is on an inventory that’s driving a number of streams, however not growing the listeners in cheap proportion, your monitor might be getting looped.

A mean new fan may love your music and pay attention one other 1-3 instances. However they’re not going to pay attention 15 instances. 

Warning indicators that require knowledge evaluation:

Large spikes or declines in playlist metrics

Does the follower-count or streaming exercise leap and dip rapidly? May be sketchy.

Real playlists often develop extra slowly and constantly. 

Poor engagement on tracks

If the tracks on a playlist have large play-counts however small save-ratios, or the artists themselves have few followers, that may be a warning signal.

It may even be that the monitor performs nicely in passive listening conditions (Spotify Radio, for example) with out resulting in deep engagement, however… that’s in all probability an exception to the rule. 

Bizarre high nations and cities

I’m not saying the nations or cities are bizarre.

I’m saying, it’s bizarre that the tracks on the playlist abruptly skyrocket in a random place the place the style isn’t widespread, or the artists don’t tour, don’t market, and don’t have current traction. 

Oddly-weighted geographic listening

If a lot of the streaming exercise for a specific monitor or artist is coming from one place (that isn’t the artist’s hometown), be careful!

I’m undecided if it’s nonetheless true, however for some time Buffalo, New York was displaying up as a standard location for bot exercise. 


Now you’ll be able to keep away from problematic playlists

Streaming fraud and botted playlists have develop into such a standard downside that platforms are actually cracking down. That’s why it’s so necessary to verify your music and profession aren’t broken by the fallout. 

Understanding how one can inform the distinction between legit and botted playlists is essential. And whereas this text in all probability doesn’t embrace each doable indicator of dangerous habits, it’s sufficient to get you began in your personal playlist investigation. 

Right here’s hoping you discover some nice playlists, with engaged listeners, and a passionate curator who shares music for the proper causes. 

If you do, try these tips about making an ideal playlist pitch!

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