Embodiments are directed towards improving a user's experience and confidence in advertisements shown within web pages or other online media, in part, by providing additional information for a given advertisement to be displayed along with the given advertisement to encourage, or discourage, a user to click on or interact with the advertisement. Such information to be displayed about a given advertisement may include, without limitation, information about the advertisement, such as its security status (e.g. it has been found to be free from malware), information about the advertiser, including if the advertiser is determined to be trusted based on some criteria, customer satisfaction information, information about the goods and/or services being advertised, including, for example, if how they compare to a competitor, and information about the destination Web page or Web site that the advertisement leads to when a user clicks it.