The Detroit Free Press and The Detroit News report Wednesday that Dearborn police are investigating the shooting at Sunrise Beauty Supply.
Store video shows two men and a woman were involved in the holdup.
Depending on the quality, brand and length, individual sections of hair extensions can cost anywhere from a few dollars to $175 or more.
Police Chief Ronald Haddad calls the slaying "random and senseless."