In today's digital age, distinguishing between real news and fake news has become increasingly challenging, especially as social media platforms democratize the spread of information. The lines between opinion leaders and influencers are often blurred, complicating the task of identifying credible sources. Opinion leaders traditionally possess expertise and authority in their fields, offering informed perspectives that help shape public understanding. In contrast, influencers leverage their large followings to impact opinions and behaviors, often without the same depth of knowledge or accountability. The use of social media has amplified the reach of both opinion leaders and influencers, but it has also made it tricky to distinguish their roles and the reliability of the information they put out. With platforms like Twitter, Instagram, and TikTok, anyone can gain a significant following and present themselves as an authority on various subjects. This common occourence makes it diff...