Unfortunately they are taking the discretion out of it and really moving to a "computer says yes/no" basis. If you are unable to reserve one online, then an agent is not able to override this for partner issued tickets.

At Dubai this is no big deal however - taxis (and Uber) are plentiful, of good quality. If it must be a saloon, there are also luxury taxis