Hi Gaurav,
The searches metric should be available with the Traffic sources report. Check if you get it when you select the Search Engine report as a dimension in the 1st step of the wizard.
Analysis works and Ad Hoc allow for more mix-match of breakdowns, which are limited in the old Reports section. The Report Builder works off on the old Reports, and shares much of its limitations.
-Hyder