Have appointments already filtered based on service page


I have a site with various pages detailing a service on each page.

It seems at the moment the user is already on the page that they want to make an appointment for but still have to find the service in a drop down list.

I would like the services already filtered to only show the service for that page and all that the user has to do is choose a provider and a date and time.

Is this possible? It appears not at the moment when reading the shortcodes that are available.

Thanks in advance