A* Search is a popular pathfinding and graph traversal algorithm that finds the shortest path from a start node to a goal node using a combination of cost to reach the node and estimated cost to reach the goal from the node. It is widely used in various fields such as artificial intelligence and robotics due to its optimal and complete nature, provided an admissible heuristic is used.