There’s no reason for it to be the same URL. It could be used to give a false sense of trust. Perhaps that’s why?
I use the Privacy Friendly QR Scanner, developed by a German university research group. More info available here: https://secuso.aifb.kit.edu/english/105.php
https://kitsunesoftware.wordpress.com/2017/04/10/executable-...
Since most people don't type URLs themselves and can scan a QR code, it might not even occur to you that having the URL in plain text can be useful. It also takes space and it's not necessarily pretty.
(I do put the URL when making a visual with a QR Code, and require the URL to be there if I'm involved but not making the visual)