Caudate gold nanoparticles have been prepared in high yield by a simple temperature-reducing seeding approach, without additional capping agent or surfactant. The added seed colloids, the solution reaction temperature, and the initial concentration of gold ions are critical factors to form the special nanostructures. A possible mechanism is also proposed based on TEM studies.