An embodiment of the invention provides a method for control for persistent search results and iterative searching where a query from a user is received via a web browser and a web search for the query is performed with a processor. Search results of the web search are displayed in a toolbar of the web browser, wherein at least one of the search results in the toolbar includes a refinement option. The refinement option can include a show me more like this refinement option and/or a show me less like this refinement option. A selected refinement option is received from the user with a user interface; and, refined search results are displayed in the toolbar based on the selected refinement option.