How The Apple Music Algorithm Works (2024)

Whenever you want to growyour presence on a social media platform, understanding how the algorithm works is crucial. The same applies to getting your music heard on sites like Spotify and Apple Music. In this article we're going to talk about how the Apple Music algorithm works, and how you could potentially take advantage of it to get more streams.

To save you time, here's a summary of how the Apple Music algorithm works:

Apple Music uses an algorithm that looks at your listening history, music you've added to your library and/or downloaded, songs you've 'Loved', and songs you've added to your playlist. It usesthis information to recommend music you're likely to enjoy.

How The Apple Music Algorithm Works (1)

An easy way to think about this is by comparing your listening habits to a friend that has similar tastes as you. Let's say both of you love the same 5 bands, but you regularly listen to 2 additional bands your friend has never heard of before. Its pretty likely that your friend may like those 2 bands as well.

Apple, and also Spotify and many other websites, use this approach on a massive scale. If you look at the overlap of artists thousands of people listen to you're going to find commonalities. If a new listener loves a particular band Apple can look at the other bands their bulk of fans listen to and make that recommendation in the 'For You' page.

The exact ratio that listening habits, 'Loved' tracks, playlist additions and more have in influencing this recommendation system is publicly known. But spend a few days engaging on Apple Music and it becomes quite apparent that these metrics are important.

At a high level there is an obvious answer: get your fans to stream your music, add it to their library and playlists, and 'Love' your tracks as much as possible. However there are some specific tactics you can take to make this happen.

All of the tactics listed below apply to both organic traffic and paid traffic. If you're in my Spotify Growth Machine course you could apply these techniques to your Facebook ad campaigns.

Pre-Save or Pre-Add Promotion

Many people know about Spotify pre-save links, but Apple has their own version of that. Now in truth, pre-saves and pre-adds don't actually exist and neither platform has any knowledge of pre-saves or pre-adds at any point, but we won't go into that.

How The Apple Music Algorithm Works (2)

When you get your fans to pre-add your song on Apple Music, the service you use to host that pre-add link will add the song to their library automatically on release day. You can use a service like Hypeddit or FeatureFM to host pre-save or pre-add links.

I want to point out that pre-save / pre-add campaigns are very expensive if you're using Facebook ads for them. So i'd try to reserve this strategy for organic promotion unless you have a way to utilize the email leads from the campaign.

Send People To An Apple Music Playlist

You have to have a paid Apple Music account to do this, or at least have a friend with one. But you can make a 'This is ....' playlist that will function just like a greatest hits album of your music. Put your newest song at the top and then follow it up with songs people are likely to love as well.

How The Apple Music Algorithm Works (3)

Instead of driving people to your specific song, send them to this playlist. On Spotify I wouldn't recommend this technique most of the time because it hurts your save rate and follow rate, but on Apple Music there are no follow buttons and the save rate doesn't seem to play as big of an impact as Spotify.

The strategy with this is that people will on average listen to several songs in a row. Then during the following few days or even weeks, Apple Music is going to be recommending more of your music to them because they listened to several songs in a row.

Ask Fans To Engage

This one may seem obvious but I see so many artists not doing it I have to bring it up. Just ask your fans to add your music to their libraries, playlists and 'Love' the music when they get there. It might sound silly but a lot of people might not realize that they can interact with music in this way.

Think of it how on YouTubecreators are always asking for likes. comments, subscriptions, etc. When you bring something up, even briefly, a certain percentage of people that want to support your content will take the action.

How The Apple Music Algorithm Works (4)

Just don't be annoying or desperate when asking, and don't hound people to do it.

I use Facebook ads to market my music, and even though I focus on Spotify a lot of the time i've gotten over 100,000 streams on Apple Music. On Spotify its about 2.5 million streams for my solo music alone. I have a course called Spotify Growth Machine where I break down my entire process step-by-step to show you how I do it. The cool thing about my course Spotify Growth Machine is everything applies directly for Apple Music as well!

Checkout Spotify Growth Machine.

How The Apple Music Algorithm Works (2024)

FAQs

Is there an algorithm for Apple Music? ›

The algorithmic Discovery Station introduced by Apple Music will play songs the user has never heard based on their tastes. Apple Music is taking its competition with Spotify a notch higher with a new Discovery Station feature that will finally help listeners on the app find new music.

How does Apple Music pick songs for you? ›

Select your favorite genres and artists

When you first tap Home, you're asked to tell Apple Music about your preferences. Apple Music uses these preferences when recommending music.

How does Apple Music decide which songs get stars? ›

What is the star on Apple Music? It's simply an indicator that this song is more popular on the album than others. It doesn't depend on user star ratings or Favorites, which is a separate feature.

How does Apple Music decide top songs? ›

Apple Music Replay calculates your top songs, albums, artists, playlists, genres, and stations using: Your listening history in Apple Music. The number of plays to a song, artist, album, playlist, genre, and station. The amount of time spent listening to a song, artist, album, playlist, genre, and station"

Is Apple Music random really random? ›

Apple Music, like many streaming platforms, employs sophisticated algorithms for its shuffle feature. While aiming to maintain a degree of unpredictability, the algorithm may also factor in user preferences, listening history, or song metadata to curate an experience that feels random but is curated to some extent.

How do I change my Apple Music algorithm? ›

After the initial setup, the only way to change what is recommended for you is to do what you are doing: continue to mark music as Suggest Less and Love. In time, the algorithm will learn what you want to hear and offer only those suggestions. Go to your profile. At the top of your profile, tap Edit.

Does Apple Music tell you your top song? ›

And you can see any milestones you've reached listening to music. See your year-end Replay: At the end of the calendar year, you can see your top songs, artists, albums, genres, playlists, and stations, along with play counts, totals, and the time that you've spent listening to them.

Does playing a song on repeat count as a stream Apple Music? ›

Anytime you play a song from the Apple Music Library it is a stream. We measure your music's performance in these categories: Plays are recorded when a user initiates song playback in Apple Music for more than 30 seconds.

What does the GREY dot mean on Apple Music? ›

If you've noticed this grey dot next to a song on Apple Music (like in the screenshot above), you should know that it's how the top songs of the album are now labelled; previously, they were labelled as stars.

Who puts the stars on Apple Music? ›

According to the user guide, stars appear next to the most popular tracks played by all Apple Music members. Apple doesn't let anyone rate your songs. It just shows you the most popular ones.

What happens if I star a song on Apple Music? ›

You can assign a rating—from one to five stars—to a song, album, or music video to indicate how much you like it. You can use ratings to help you automatically create playlists or to sort and browse your music library.

What makes a song number one on iTunes? ›

For a song or album to chart, it has to sell and/or have a lot of streams. No album and/or release is automatically placed there nor can it be bought thus, if you'd like to be on iTunes charts for example, a hit record will be one that will get you some solid placement.

How are top songs determined? ›

The Billboard Hot 100 is the music industry standard record chart in the United States for songs, published weekly by Billboard magazine. Chart rankings are based on sales (physical and digital), online streaming, and radio airplay in the U.S.

Can you turn off Apple Music algorithm? ›

In iOS 17.2, you can turn off your Apple Music Listening History with a new Focus filter, so if you allow someone else to use your device to listen to music, you can quickly activate the Focus with a tap and prevent their song choices from affecting your recommendations.

Which algorithm is better Spotify or Apple Music? ›

The recommendation algorithm isn't as good as Spotify's. Spotify has a very special way (read: a massive algorithm) of being able to recommend music through hundreds of automated playlists that Apple Music just isn't so good at.

Is there an algorithm for music? ›

Algorithmic composition is the technique of using algorithms to create music. Algorithms (or, at the very least, formal sets of rules) have been used to compose music for centuries; the procedures used to plot voice-leading in Western counterpoint, for example, can often be reduced to algorithmic determinacy.

What algorithm does Apple use? ›

LZFSE is Apple's proprietary compression algorithm, matching the compression ratio of zlib level 5, but with much higher energy efficiency and speed (between 2x and 3x) for both encode and decode operations.

Top Articles
Latest Posts
Article information

Author: Annamae Dooley

Last Updated:

Views: 6000

Rating: 4.4 / 5 (65 voted)

Reviews: 88% of readers found this page helpful

Author information

Name: Annamae Dooley

Birthday: 2001-07-26

Address: 9687 Tambra Meadow, Bradleyhaven, TN 53219

Phone: +9316045904039

Job: Future Coordinator

Hobby: Archery, Couponing, Poi, Kite flying, Knitting, Rappelling, Baseball

Introduction: My name is Annamae Dooley, I am a witty, quaint, lovely, clever, rich, sparkling, powerful person who loves writing and wants to share my knowledge and understanding with you.