Richards was drafted 64th overall by the Tampa Bay Lightning in the 1998 NHL Entry Draft. During the same draft, the Lightning also decided to draft Vincent Lecavalier who is Richard's best friend since the age of 14 and was his roommate at Athol Murray College of Notre Dame and his teammate with the Rimouski Océanic.