A system and method for visualization of search results includes a map displayed to a user on a screen. The map shows search query terms and optionally other terms related to the search query terms. The display of the terms corresponds to relationship between the terms. A graphical image is displayed next to at least one of the search query terms. The graphical image is associated with a URL that corresponds to a search result. The graphical image is a favorite icon that is derived from the HTML script associated with a webpage at the URL, or an animated image, or a video, or a cycling GIF. A plurality of graphical images can be displayed in proximity to the search query term.