It will clear your own data within the app. So particularly settings including the “organisation work” you have done and in general terms some history within the app. It mimics uninstall and reinstall an app. In a Launcher it is thus pretty specific to icons and links.
Absolutely … perhaps check other (recent) launcher threads or [HOWTO] Start to customise /e/