The browser gets enormous information through the web, sometimes search engine become more significant and at the same moment, the user fulfillment decreases. Most of the web link are query related and fulfill the user needs. There are many redundant links which could bypass to irreverent queries. This paper we deal with semantic web search engines which provides queries that are related to the ones submitted by users in order to direct them toward their required information through relation based page rank algorithm. © Research India Publications.