Graph database backend for iOS mobile app

I'm exploring backend development for an iOS mobile app. It needs basic social network capabilities so a graph database seems a nice fit.

I have used Neo4j for building graph-oriented applications but never explored for a mobile app. What are some of the considerations for a graph database I need to think about when building for an iOS app? Are there other options other than Neo4j that are popular?