It turns out, the package does not work for web.

The words "web" and "Chrome" do not appear in the docs and in the pub.dev's readme, although the docs say "This plugin uses the free Geocoding services provided by the iOS and Android platforms. This means that there are restrictions to their use.", which means that "The current geocoding plugin is only for iOS and Android available.", as can be read in this proposal.