Five Proven Techniques For Beating The Spotify Algorithm

August 3, 2021
Posted in spotify
August 3, 2021 Musique Solutions

Spotify’s algorithm combines the most effective strategies employed by other streaming music providers to build a very effective discovery engine. The algorithm continuously observes the listener’s music history and deduces the cause behind it. If you have music on this platform, you need to understand how to circumvent this algorithm. After all, the songs that appear on Spotify’s algorithmic playlists are the ones that garner the attention of major label labels. To accomplish this, you must understand how the Spotify algorithm works.

What Is the Spotify Algorithm? How Does it Work?

BART, an acronym for “Bandits for Recommendations as Treatments,” is how Spotify’s algorithm is referred as.It plays and offers tunes based on the listener’s previous listening history.

Additionally, the algorithm injects new music that it believes the listener will enjoy and has not heard before to keep them interested. BART accomplishes this through the use of the following recommendation models:

  1. Analyze Raw Audio — This model evaluates the mood or vibe of the audio and classifies it as heavy, instrumental, uplifting, or chill.
    It examines the song’s substance, vocabulary, and lyrics using natural language processing.
  2. Collaborative Filtering – It analyzes new songs to the listener’s current listening habits in order to identify which tracks will meet their tastes.
    Now, how can you leverage BART to your advantage?

How can you increase your audience and have your music featured on Spotify playlists?

To that end, I’ll share with you five tried-and-true methods for defeating the Spotify algorithm.

  • Statistics

Analytics is what drives Spotify.

It observes how customers employ various types of music to get what they want.

BART uses a variety of statistics when it comes to determining which songs to include in its suggestion feature, such as the skip rate, the features of the user’s playlist, as well as time spent listening and previous history. Think of your audience as your potential customers.

If you don’t grab their attention at the beginning of your track, you may lose them forever. That is good data, as well as being the time when you can start charging for your song. In addition, it also keeps your skip rate low.

  • Timing is everything

The first twelve to twenty-four hours following the publication of your music are critical to its success. Listening times, listener increases, and low skip rates are critical during this time period and the next few days. Bear in mind that when it comes to Spotify, timing is critical.

You must pique your fans’ interest sufficiently to ensure that they save and listen to your music on day one. However, avoid competing with established performers.

If they are scheduled to release a song that your followers will hear, you should avoid dropping your track on that date. You might try releasing your music on a Friday, however. That’s because publishing on a Friday maximizes your chart potential.

Optimizing your chart position can help increase awareness of your music. Additionally, your music may appear on Best of the Week, New Music Friday, Discover Weekly, or Release Radar.

Acquiring placements in Discover Weekly and Release Radar can help you increase your stream count. This is because these playlists are personalized for each listener.

Release Radar is based on an artist’s social media following. Your fans will receive notifications whenever you release a new music, as it will display on their Release Radar.

Discover Weekly is based on an analysis of other playlists as well as the listener’s music preferences and listening history. One of the most effective strategies for increasing your chances of being included on this playlist is to leverage the influence of your audience, friends, and family.

Because the platform’s algorithm takes each playlist into account, request that they place your music at the top of their playlists.

  • Track Labeling

You must provide Spotify with all of the information it requires to identify what the tune is, how it fits into the platform, and who should see it. Meta tags such as genre and mood assist Spotify in determining the genre and mood of your songs. However, you must exercise caution. If you include incorrect data and Spotify displays it to users who do not enjoy your music, the platform will also record that information. Regrettably, this is poor data for Spotify.

  • Enhance Your Profile

Spotify is a social networking site.

This means that it makes extensive use of user data in order to provide listeners with what they desire. And it wants you to grow your following, so whenever you release a tune, you should direct all of your connections to Spotify.

Additionally, this is one of the reasons why you should build a solid profile.

You require followers and clicks on your links, as these are critical data points for the platform. Therefore, ensure that you complete your profile completely.

To engage your followers, include future gigs, photos, goods, social media connections, and bios in your profile.


Musique Solutions are laser focused on helping artists discover the extend their music can go! We work hard to achieve quality at affordable prices for our customers thereby introducing them to a huge and a whole new audience who are waiting to listen to their songs.

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