What is the purpose of the adjacency matrix?

Could you please elaborate on the purpose of the adjacency matrix? I understand it's a representation of a graph, but how does it specifically aid in understanding or analyzing the relationships between nodes? Is it used primarily for visualization, or does it serve a more mathematical or algorithmic function? Additionally, are there any limitations or considerations to keep in mind when utilizing an adjacency matrix?