To utilize pipe commands in shell scripting, use the '|' symbol to link multiple commands. This allows the output of one command to serve as the input for the next. For example, 'command1 | command2' directs the output of 'command1' as input to 'command2'. This powerful technique streamlines tasks, enhances efficiency, and enables complex data processing in shell scripts, making it a valuable tool for system administrators and developers.