News media monitoring tools are a crucial component in maintaining and managing your brand image because they tell you what the general public thinks about you. They also tell you the kind of perception news and media publications are putting out there about your organization. Thus the best way to keep a tab on your brand reputation is by using a machine learning platform which has news monitoring tool features powered by sentiment analysis capabilities. This allows you to effectively monitor news sites and feeds, social media platforms, and other sources.