Why Are My Spotify Recommendations So Bad?

Short Answer: Spotify's recommendations can be bad if it lacks enough data on your music preferences or gets stuck in a feedback loop recommending music you have already heard. 

Spotify has revolutionized the way people discover and listen to music. Millions of people from all over the world use this streaming service. Despite its popularity, many users have complained that the quality of their Spotify recommendations is bad.

This article will explore why users get Spotify bad recommendations, whether it is possible to reset them, and how to get better ones. Through a combination of user reviews and research, this article will provide practical advice on how to improve your Spotify experience.

Why your Spotify recommendations are bad?

Spotify’s recommendation algorithms can be frustratingly bad at times. This is often due to a lack of participation. If you are not liking songs, creating playlists, and adding new music to your library, the algorithm will not have much to go on.

Additionally, the algorithm can struggle to find accurate matches if your library contains too many random songs. It works best with a well-curated library with songs you genuinely enjoy.

Lastly, if you are listening to songs in a private session, the algorithm won’t be able to track your listening habits. This can result in recommendations that are not tailored to your preferences.

In order to improve your Spotify recommendations, it is important to actively engage with the platform by liking songs, creating playlists, and adding new music to your library. This will give the algorithm more data to work with and increase the chances of getting better recommendations.

1. You’re not liking songs and creating playlists

Consistently disliking songs and avoiding the creation of playlists may lead to Spotify providing recommendations that are not as personalized. To improve your Spotify experience, it is important to interact with the platform:

  1. Start liking tracks and create playlists that you enjoy.
  2. Follow some of your favorite artists and listen to their new releases.
  3. Participate in listening sessions to help Spotify understand your musical taste better.

Engaging with the platform will lead to better and more tailored recommendations.

Interacting with Spotify will make sure it understands what type of music you like and what you want to hear. By providing feedback and creating playlists, you are helping Spotify to better understand you and present personalized music that fits your individual tastes.

2. Too many random songs in your library

Having too many random songs in one’s library can lead to a lack of cohesion in the music experience. This can be disorienting and make it difficult to find the type of music one wants to listen to.

Having a large, unfocused library of songs can cause Spotify to struggle to generate meaningful recommendations. If the songs in the library are all over the place, then the algorithms that generate the recommendations will struggle to make sense of it.

To ensure the recommendations are more accurate, it is important to focus the library by removing random songs or adding more songs of the same genre. This allows the recommendations to become more focused and tailored to the music listener’s tastes.

3. You’re listening to songs in a Private Session

Spotify gives you song suggestions based on what you listen to. When you listen in Private Session, Spotify doesn’t keep track of the songs you play.

So if you listen to lots of rap in Private Session, Spotify won’t know you like rap. Its suggestions to you might be wrong because it doesn’t know what you really like now.

The more you use Private Session, the more Spotify’s suggestions will be general and not matched to you. But it will still remember what you used to like before using Private Session.

So at first, the suggestions won’t change much. But over time as you keep using Private Session, Spotify has less info about you. So you’ll get more random suggestions instead of personalized ones.

Can you reset Spotify recommendations?

Resetting Spotify recommendations may provide users with a more personalized listening experience. It’s possible to reset Spotify recommendations by selecting the ‘Reset Recommendations’ option in the app’s settings.

When this option is selected, Spotify will delete your current recommendations and generate new ones based on your listening history. This is a great way to get a fresh start if you’re not happy with the current recommendations.

Additionally, you can also manually customize your recommendations by liking or disliking songs, and by adding them to your library. Doing so will let Spotify know exactly what type of music you like and dislike, and will help the app provide more accurate recommendations.

How to get better recommendations on Spotify

To get better recommendations on Spotify, there are several steps you can take:

  • Keep listening to songs that you like.
  • Make sure Private Session is turned off.
  • Listen to new content.

Adding more songs to your Liked songs and playlists can also help improve your recommendations. Additionally, using the “Hide this song” button can be beneficial. By implementing these actions, users should be able to receive more accurate and personalized recommendations from Spotify.

1. Keep listening to songs you like

Continuing to listen to the music you prefer regularly is one of the most effective ways to improve the accuracy of your Spotify recommendations.

Taking the time to listen to the songs you like and actively engage with the music by rating songs and adding them to playlists will help Spotify’s algorithm to understand your music preferences and suggest more relevant recommendations.

Additionally, avoiding skipping songs and hesitating to add music to your library will signal to Spotify that you enjoy certain types of music and would like to hear more of it.

By taking the time to listen to music and curate your library actively, you can ensure that Spotify’s recommendations are better tailored to your tastes.

2. Make sure Private Session is turned off

Another way to ensure that Spotify is making better recommendations for you is to make sure that Private Session is turned off. This setting allows Spotify to save your listening history so it can better tailor its recommendations to you.

This is beneficial for personalizing your listening experience but can be detrimental when your listening history is inaccurate or outdated. When your listening history does not reflect your current interests, Spotify’s recommendations may be off-base.

Here’s how to turn off Private Session on mobile:

  1. Tap Home
  2. Tap Settings.
  3. Under Privacy & Social, switch the Private Session toggle off.

Here’s how to turn off Private Session on the desktop:

  1. Click the down arrow in the top right corner.
  2. Click Private Session.

To ensure that Spotify is getting your preferences right, double-check your settings to ensure Private Session is turned off. Doing this will help Spotify get a better picture of what you like and should result in more accurate and better recommendations.

3. Listen to new content

Exploring new content can be an effective way to improve Spotify’s recommendations. Listening to a variety of artists, genres, and albums can help the platform understand your unique musical taste. This can help create more personalized recommendations tailored to your individual preferences.

Listening to new music can also open up a whole world of music that you may not have heard of before. Expanding your musical horizons can make listening to music a much more enjoyable experience.

Additionally, by exploring new content, you can find new music that you like and add it to your favorite playlists, which can help Spotify further refine its recommendations.

4. Add more songs to your Liked songs and playlists

Adding more songs to your liked songs, playlists and other playlists can effectively introduce Spotify to a user’s unique musical tastes. The more songs you add, the greater the chance that Spotify will be able to identify your musical preferences and offer more tailored recommendations. Here are some ways to add more songs to your playlists:

  • Use the Discover Weekly feature:
  • Check out the new releases and singles
  • Look through the recommended songs
  • Explore different genres and artists:
  • Listen to new music from different genres
  • Check out related artists
  • Try out different playlists
  • Use the ‘Liked Songs’ feature:
  • Create a ‘Liked Songs’ playlist
  • Save songs that you like to the playlist
  • Revisit the playlist to add more songs

5. Use the “Hide this song” button

Spotify has a button called “Hide This Song” that lets you remove songs from playlists or radio stations without deleting them from your library. This can be handy if you don’t like a certain song but don’t want to get rid of it completely.

When you are listening to a playlist or radio station, just tap on the three dots next to the song title. This will open up a menu. Look for the option that says “Hide This Song” and tap on it. The song will now be hidden from that playlist or station.

how to hide songs on spotify
how to hide songs on spotify
how to hide songs on spotify

The song isn’t deleted from your library though. It will still show up in other playlists or if you search for it directly. Hiding a song just removes it from the current playlist or radio you are listening to.

You can always undo this by going to your library, finding the hidden song, and tapping “Unhide”. This will make the song visible again in playlists and stations.

Hiding songs is a quick way to fine tune your playlists and stations without having to delete songs altogether. It lets you customize what you hear without losing the songs from your collection. Just tap that “Hide This Song” button on songs you don’t like!

6. Skip songs you hate before 30 seconds

One way to further refine one’s music listening experience is to take advantage of the ability to skip songs which are found to be undesirable within the first 30 seconds. Doing so can help ensure that the music being listened to is enjoyable and interesting.

Skipping songs which are not enjoyed in the first 30 seconds is a great way to ensure that the music being played is of interest and not simply something that was randomly generated by an algorithm.

Additionally, skipping songs which are not liked can help to train the algorithm to provide better music recommendations. By skipping undesired songs, the listener will receive music which is more in line with their interests and preferences.

This will result in a more enjoyable listening experience, as the listener will only be hearing music they actually like.

7. Be patient and give Spotify to curate songs for you

Utilizing an algorithm to curate songs and playlists can effectively discover new music and refine one’s taste in music. Being patient when using Spotify recommendations is important to avoid getting overwhelmed or frustrated.

If the recommended songs don’t match your taste, let the algorithm continue to work. Over time, the songs that are chosen should become more tailored to your preferences. Taking the time to explore different genres and artists can help the algorithm to understand better what you like, and it will be able to provide more accurate recommendations.

It may take some time, but if you are patient, the algorithm can provide you with a personalized selection of music that you’ll love.

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