My team at work is doing frequent trips to Saudi for a Project and they have never had their phones checked.
I guess that's what you want to hear.
But that's just anecdotal experience.
Lots of people go into the Saudi embassy for simple bureaucracy processes with no issues.
Then you have Khashoggi.
Your risk.
I would uninstall it and clean up my phone.