The C standard actually stipulates the behaviour documented in the other answers:
ISO/IEC 9899:2011 §7.22.2.2 The srand function
¶2 [...] If rand is called before any calls to srand have been made, the same sequence shall be generated as when srand is first called with a seed value of 1.