From a technical point yes, but profiles are too rough and hard to use for this. What I mean is more some way to automatically maintain a kind of sub-profile, for each different aspect of a user, but exposed user-friendly and effortless. Most people won't maintain a separate user profile just for recommendations, as it's too much work for too little benefit.

spotify is usually on people's personal device like a phone not on communal device at home like a TV.

Speak for yourself. I use Spotify on my TV at home. Multiple people use it.

rude response.

i said 'usually' .

I would consider Alexa a communal device. Spotify is heavily used there in households. Source: worked on Alexa.

It should be noted that in a Tesla, changing the Driver Profile (stores settings like seat and mirror positions) also changes the logged in Spotify account.

For young kids with no personal devices of their own, they would only get Spotify from their parents' devices.

People use it to play white noise for their babies which makes all the future song recommendations useless