A system for appending security information to search engine results, including a search engine for locating, in a computer network, web pages that include at least one designated search term, for issuing a security analysis request to a content security scanner to assess at least one designated web page for potential security risks, and for preparing a search results summary that includes links to the located web pages and security assessments for the located web pages, a client computer communicatively coupled with the search engine for issuing a search request with at least one user designated search term, to the search engine, and for receiving the search results summary from the search engine, and a content security scanner communicatively coupled with the search engine for assessing security of content in at least one designated web page. A method and computer-readable storage media are also described and claimed.