Curious: how repetitive is your listening history?
I also notice that my Discover Weekly and Daily 1-5 playlists are recycling much of the same material. But I also frequently listen to my Liked Songs (< 40 songs) on shuffle, so I assume Spotify's algorithm is looking at that data and saying "you do actually just want to listen to these songs over and over again"
Otherwise, a fun experiment I tried last year: deleted all liked songs, all playlists, etc. to refresh my recommendations. I didn't pay close attention to how new suggestions compared to old, but it was one sort of trick to find new stuff rather than heading back to existing playlists. My Liked songs definitely aren't those from last year.
Also, this may seem counterintuitive but I regularly listen to playlists that seem like they are out of my interest pool (e.g. will deliberately check out a country playlist) as another way to move away from my own recommendations.
I also notice that my Discover Weekly and Daily 1-5 playlists are recycling much of the same material. But I also frequently listen to my Liked Songs (< 40 songs) on shuffle, so I assume Spotify's algorithm is looking at that data and saying "you do actually just want to listen to these songs over and over again"
Otherwise, a fun experiment I tried last year: deleted all liked songs, all playlists, etc. to refresh my recommendations. I didn't pay close attention to how new suggestions compared to old, but it was one sort of trick to find new stuff rather than heading back to existing playlists. My Liked songs definitely aren't those from last year.
Also, this may seem counterintuitive but I regularly listen to playlists that seem like they are out of my interest pool (e.g. will deliberately check out a country playlist) as another way to move away from my own recommendations.