A common argument in favor of graph databases is that their data model resembles how people think and how many data structures in nature are organized.
It may come as a surprise, but people are primarily considering transactional, real-time applications for graph technology.
It all comes down to speed and and ease of use.
Beyond classic graph applications like fraud detection, graph use case adoption is on the rise.