I thought by now you would be able to create extensions for mobile web browsers, but it turns out you can't. I found an alternative to extensions that does what we need and works in mobile browsers too.
Create a new bookmark or edit an existing one. Change the name to something you can remember (I recommend InStock) and replace the URL with:
That's all there is to it. Now when you see
Just click your new bookmark and...bam!