Finding an accommodation in Glasgow or Edinburgh is anything but a walk in the park.
Glasgow being a student city, the hardest time to find a flat is from July to October. If you plan to arrive during this time of year, maybe consider a reconnaissance mission to view some flats and book one in advance.
On the other hand, you should have more choice if you arrive around April-May when the student year ends and flats become available little by little.
