this post was submitted on 05 Sep 2025
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My issue is discovery. I'll take a look at what they've done here, but ive never been able to implement a reliable discovery process into my workflow. I still use local music, but my wife is not going to switch until I get at least some reliable and effective discovery built.
I scrobble all my navidrome activity to listenbrainz, which gives a weekly playlist of recommendations. You might have to wait a few weeks before it can establish your tastes depending on how much music you play.
But I need to get those recommendations to automatically populate into playlist in my music app so its all in one place. Thats the challenge. Providing a close to as good service as Spotify.
The thing that flipped it for me was realizing the Spotify algorithm isn't actually about discovering new music, it's about driving profit. Idealism aside, what that tactically means for music discovery is the recommendations are based primarily around what they want to play, and then secondarily around what you might like.
It means that you're only discovering a subset of music you might like that is profitable to Spotify and their big record label partners.
After realizing that, the Spotify algorithm lost a lot of interest for me. Now I use SomaFM to discover new music. They do curated music channels in a bunch of different genres, and I find that the DJs have a similar taste to mine, so I hear a good amount of new music I'm into.
This post from the self-hosted community is probably what you're looking for, then
This is the way
If you’re fortunate enough to live near a well-funded library, you can peruse their new arrivals section for CDs. That’s how I discover new artists
Communities, friends, family and media are your discovery algorithm! Get involved in things. It makes your music acquisitions meaningful and makes the experience of discovering and listening to music so much better.