Comment by dismalaf
Honestly, I can't think of a single app that doesn't back up its own data. Meta apps have their own backup mechanism, games all backup either through their own servers or Play Games service, pretty much everything I use is a service of some sort.
But yeah, I guess Google isn't backing up the state of the offline chess app I downloaded 10 years ago...
It's nice that you don't have this problem with the apps that you use, but others do.