I Appreciate Spotify Discover Weekly; However, I Need Some Modifications

The Discover Weekly playlist is among my preferred features on Spotify; yet, I cannot feign that it is consistently accurate. Outdated musical preferences embedded in the algorithm can readily disrupt the week, not to mention the peculiar anomalies occasionally shown.

I appreciate Spotify Discover Weekly; however, I propose the following enhancements for improvement.

5. Minimal User Input

Spotify's Discover Weekly captivates users by curating a distinctive playlist filled with new music, derived from their individual listening preferences.

It signifies a weekly influx of new music that frequently resonates with me, leading to the addition of several tunes to my established playlists, and potentially favoring one or two. Nonetheless, there are occasions when the ability to influence the Discover Weekly playlist would be appreciated.

At present, Spotify is doing experiments about this matter. Spotify's June 2025 Discover Weekly update introduced the concept of modifying your playlist.

A choice of five genres will now be displayed above the tracks, enabling you to customize the playlist to your preference. This signifies that you now possess six unique Discover Weekly playlists to examine each week. This will be music to the ears of enthusiasts of the feature.

It is a commendable beginning. I would like to advance this concept further by include mood filters, such as "chill," "euphoric," and "studying." What about an era toggle for weeks when you wish to discover unfamiliar music from the 1970s?

Spotify may alternatively implement this by offering a variety of randomized possibilities based on your algorithm. Rather than a fixed list of six primary genres, it incorporates six randomized alternatives that introduce novelty. Alternatively, consider implementing a weight slider that directs your algorithm towards artists with fewer than a specified number of monthly listeners or comparable metrics.

As mentioned, Spotify is now testing this feature, which I find rather encouraging.

4. What is the reason for this track appearing on my Discover Weekly?

I would like to understand how Spotify determines the music it presents to users each week.

The Spotify Discover Weekly algorithm, akin to many of Spotify's other algorithmically-curated playlists, operates as an opaque system. The arrival of your Discover Weekly playlist is delightful, although it would be advantageous to understand the rationale behind the selection of certain tunes.

Discover Weekly use many signals to curate your playlist, including implicit behavior, playlist graphs and groupings, global listening history and connections, and collaborative filtering, among others.

It would be beneficial to hover over a track to see concise details regarding the rationale for its selection, specifically the predominant signal that elevated it to your list.

3. Simplified Methods for Eliminating Genres from the Taste Profile

Your Spotify Taste Profile informs your Discover Weekly playlist. Spotify utilizes a dynamic dataset to curate new music for you, including every decision you make to enhance its selections.

The efficacy of the Taste Profile is contingent upon your auditory preferences. After a week of listening to dubstep, your Discover Weekly will likely infer your preference for additional tracks in that genre. We have all experienced it: a fleeting engagement with obscure Brazilian hip-hop was enjoyable, however it was merely a phase.

The ability to exclude particular genres from your Taste Profile would be advantageous.

This functionality is notably included in Spotify. The option to exclude from your taste profile is accessible on the majority of Spotify playlists. Prior to commencing the specialty flavor of the week, choose this option, and Spotify will disregard it. It functions; however, you must recall to perform this action for each playlist you transition to. I am uncertain about your perspective, but I certainly do not consistently acknowledge that I do not desire this in my Taste Profile.

The ability to exclude specific genres, songs, and styles from your Discover Weekly would be a valuable enhancement.

2. Display My Previous Discover Weekly Playlists

Your Spotify Discover Weekly is a unique playlist created weekly. To retain a certain week, you must compile a new playlist with all the music from that week. Creating a Spotify playlist is a straightforward process.

It would be excellent to have the ability to revert to previous Discover Weekly playlists. You might view the music you favored earlier in the month or year, creating a modest personal collection of your distinctive Discover Weekly playlists.

1. Allow Me to Evaluate It

You may traverse your Spotify Discover Weekly playlist and include them into your Liked Songs collection. However, the ability to assign an overall rating to the whole Discover Weekly playlist would be a useful method for offering targeted input to Spotify regarding its weekly selections.

The implementation of a weekly rating system would assist Spotify in enhancing your playlists on a weekly basis.

I am rather apprehensive that Spotify would perceive this as an indication to continuously emphasize particular genres; yet, it serves as an alternative means for listeners to express their favor or disapproval.