Gold nanorods are typically synthesized using a seed-mediated growth method. This involves the preparation of small gold seeds, which are then grown into rods by the addition of a growth solution containing a surfactant, a reducing agent, and a metal precursor. The careful control of the synthesis process allows for precise tuning of the nanorods' dimensions.