What about family who have Android phones? Can they share my Apple TV+?

Yes. They can access the https://tv.apple.com website or use their Apple ID on devices that support the TV or TV+ apps to access your subscription as long as you have invited their Apple IDs to your Family Sharing group.

click here for details ➡️ Add a family member to your shared subscriptions - Apple Support