to auto load search result we must need to store search query in session variable,
http://docs.joomla.org/How_to_use_user_state_variables
http://docs.joomla.org/API15:JApplication/getUserStateFromRequest
This are the links which will describe very well about how to manage request variable in session, so there is no variable in request it will get value from the session.