Can a recommendation system be built without any user ratings?
This is a common issue for recommender system refered to as cold start. You can look it up there are some solutions suggested out there but I have never tested them out. Have a look at this paper:

http://www.cs.toronto.edu/~mvolkovs/nips2017_deepcf.pdf