A quick search suggests the Android user end needs to install 3rd party apps for it to work? Has that changed recently?
You also sometimes have to enable in the settings for Android Messages (and have a supported carrier). iMessage also has an option to enable RCS but I believe its on by default in the newer versions of iOS
Even if it worked with 3rd party apps, at that point why not install something like Signal.