Bank Panic is a classic arcade shooter where players assume the role of a sheriff protecting a bank. The gameplay involves quickly shooting bandits as they appear in the bank's doors while avoiding harming innocent bystanders. The game is known for its simple yet addictive gameplay and increases in difficulty as players progress.