Apple TV+ subscription not showing for family members

I subscribed to Apple TV+ and it shows as an active subscription. I also have Share with Family turned on. I have members of my family in my Apple account. Yet, Apple TV+ is not available to my family members - it only shows 1 shared subscription which is iCloud+.

[Re-Titled by Moderator]