Not sure if I grasp your question. It's like asking "why do we care about lists or any data structure for that matter" Graphs are just a very simple generaliza

Not sure if I grasp your question. It's like asking "why do we care about lists or any data structure for that matter" Graphs are just a very simple generalization of lists. And many problems can be easily modelled as graphs