You may try placing that URL in an iframe
and wait for some seconds. If you are not being redirected to an app, it means that it's not registered.
setTimeout(function() {
alert('It seems that your device does not support our feature.');
}, 1000);
document.write('<iframe style="border:none; width:1px; height:1px;" src="pic2shop://"></iframe>');