But there seems to be an issue that is happening for some Android users using the Google Search App, where clicking on a search result, is not loading the respective app.

Android 12 has a new "Verified Links" option that opens links directly in apps instead of using the "Open With" dialog.

Preferred apps can be assigned and reset by manually opening Open Link With from the app drawer.