The rate of the growth the web has been exponential in the past two decades. The advances that took place in the software and hardware particularly in the past decade are one of the vital factors for the advent growth of data on web. Web mining is application of data mining techniques to discover patterns from the web. Search engine is a software system/tool used to retrieve relevant data for a given query from the web. Page ranking algorithms play a chief role in the search engines.