” YouTube channel you’re currently using isn’t supported for the Google Play Music transfer.”

As Google is decommissioning their Google Play Music service you have to transfer to YouTubeMusic

Upon selecting the Transfer link I got 

YouTube channel you’re currently using isn’t supported for the Google Play Music transfer.

This is because my Youtube was a brand account

You can move your Brand account to a Google account so that all your music history data is there: https://support.google.com/youtube/answer/3056283?hl=en

if you go to your advanced account settings: http://youtube.com/account_advanced

And choose

After this it will let you transfer

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