Blogs have witnessed unprecedented growth in last decade. Many new blogs are being generated on a daily basis that is leading to generate large valuable information. Searching the needed information from the available information in minimum efforts and latency is a great challenge. Present work is an attempt to explore the effort made to expedite the blog specific search, to identify and highlight the gaps in the blog specific search engines. In addition, this work has proposed a new algorithm to expedite the searching using the search engine that can be hosted on cloud. Correspondingly, additional resource requirement to meet the peak load demand can be fulfilled by provisioning them instead of procuring the resources. Proposed method uses the hierarchical based technique couples with intelligence factor to search and index the blog pages. Proposed method would greatly help in locating the information available on the blogs.