The efforts are made to extract the most relevant results while searching for the specific query in huge web storage available in the WWW. Majority of the Web pages are written in such a way that the crawler finds it difficult to extract any specific domain. The concept of ontology is used to find domain specific results. The purpose of this work is to design a crawler which crawls through the domain specific web pages in the web according to the stated ontologies. To minimize the bias on accessing the highly relevant web links in a deep web, we are proposing an intelligent crawling mechanism. The intelligent crawler makes use of effective page ranking algorithm which leads the user to the most relevant results in a specific domain. The proposed Internet of Things (IoT) service will incorporate this mechanism to an effective extent. © Springer Science+Business Media Singapore 2017.