App ranking is different for different users/browsers

We recently saw differences in app ranking when using 2 different devices.

This happens both when browsing or searching for a keyword (see the screenshots below for examples)

One of my app dropped 10 pages in total app rank due to this :D. Is anyone else experiencing this? And do you know what seems to be the reason?