Backing up Jamf Pro Self Service bookmarks

As part of working with Jamf Pro, I prefer to be able to save as much of the existing configuration of it as possible. Normally I can do this via the Jamf Pro Classic API and I have a number of blog posts showing how I use the API to create backups of my Jamf Pro configuration.

However, one set of data which is not accessible via the API are the Self Service bookmarks.

If I want to back up this information, is there a way outside of the API? It turns out that there is. For more details, please see below the jump.