This is a problem with Google authenticator, not with RFC 6238 TOTP in general. Plenty of authenticator apps support backing up your secrets.
It's worth also noting that Authy also has no official way to export your secrets, although there are workarounds: https://tij.me/blog/migrating-your-one-time-passwords-from-a...