You can't show up in Android Auto unless you're distributed through the Play store (third party things like F-Droid and side loading means your app doesn't show in the car).
Good point, that makes a nontrivial difference for apps like organic maps. I know I have used it for offline navigation over CarPlay several times before.
https://technastic.com/android-auto-developer-settings/