Reachability analysis is a formal method used to determine which states of a system can be reached from a given initial state, considering all possible inputs and state transitions. It is crucial in verifying the safety and correctness of systems, particularly in control systems and software verification, by identifying potential states that could lead to failures or unsafe conditions.