They just never caught on in the west - but for a while at least they were popular in Japan (maybe they still are).
For me if I see a QR code and there's also a printed url then I'll just google it faster than finding my qr app. If it was more complex data than that it might be useful but I'm looking in my QR code history and I don't see them being used for anything but simple links.