Instead of monthly listeners & who the artist is similar to, I'd recommend searching by the genre each artist belongs to primarily & their current geographical region of residence.
Monthly listeners on Spotify is generally a heavily manipulated number, even for pop artists, that has no bearing on artist skill nor collaboration worthiness.
You can also perhaps base artist finds by comparing who they follow compared to who the searching artist follows, which might be a better indication of compatibility than "Sounds like Drake".
Then I'd recommend a better method of getting in contact with that artist (email address) if they are supposed to be a collaborator, and possibly displaying information about their web site or IG bio text and th4e last post by each searched artist.
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You can also perhaps base artist finds by comparing who they follow compared to who the searching artist follows, which might be a better indication of compatibility than "Sounds like Drake".
Then I'd recommend a better method of getting in contact with that artist (email address) if they are supposed to be a collaborator, and possibly displaying information about their web site or IG bio text and th4e last post by each searched artist.