Provided are techniques for gauging credibility of digital content items. For each digital content item in a list of digital content items, a usage score is identified for each different level of usage and for a user base and the usage score for each different level of usage is added to obtain a total usage score for the digital content item. Each digital content item in the list is ranked using the total score of each digital content item.