Moving toward digitalization, the news ecosystem goes through a transition phase that eases access to topical issues but tends to amplify disinformation, consequently undermining public’s trust in the media. We propose a concrete solution through the development of a Web-based Media Observatory in order to promote information literacy and to reconcile media with their audience. The observatory has the following key objectives: giving the public access to algorithmic solutions to monitor the news landscape, developing transparent quality and credibility indicators and creating a meeting point to foster multidisciplinary research opportunities.