this post was submitted on 06 Nov 2023
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I've been using Rate Your Music for the past three years now. In mid-2022 they overhauled their recommendation system and it might suit your needs if you put the time into rating things you like and hate.
It uses your release ratings to figure out what genres and descriptors you respond well to, and which ones you don't like, and uses that to not only recommend you releases you haven't rated in the genres/descriptors you like, but also releases that are outside your comfort zone to broaden your tastes a bit. I used it briefly as I've got a massive backlog and want to focus on that, but I found some great stuff through the recommendation system.
I believe free users and regular (£20/yr) supporters get 100 recommendation, Select supporters (£40/yr) get 200. Both supporter tiers also allow fine-tuning of the recommendations, but I've not messed with it. (EDIT: Forgot to mention, you can have generated playlists for Spotify based on your RYM recommendations, and I believe they have intentions to support Apple Music in the future).
I can provide screenshots if you want to take a look.