To me, Youtube and YT music are the same services in different shells, maybe the algorithm uses both (maybe it includes activites from other google products as well) to suggest them on the platform.

That's also a possibility. I've never been a fan of logging into YouTube due to the bad algos and am always greeted with a blank page when hitting the YouTube main page, feels better that way..