Irrelevant Recommendations — Improve Spotify Algorithm Suggestions

Problem summary

Recommended playlists and Discover Weekly contain songs that do not match user tastes.

Use Like (♥) / Dislike (hide) to train algorithm.

Create and listen to playlists that reflect your taste.

Avoid autoplaying unrelated radio for extended periods.

Clean up follow/listen history if necessary.

Heart songs you like and click three‑dots → "Don't play this" on tracks you dislike.

Regularly use "Liked Songs" to give the algorithm signals.

Listen deliberately: spend sessions listening to preferred genres/artists.

Remove unwanted followed artists from your profile.

If algorithm still off, refresh Discover Weekly by creating new playlists and liking tracks to re-signal preferences.