From legitimate-looking cryptocurrency investment portals to fake celebrity giveaways, scammers are building sophisticated campaigns that exploit users' trust across the web to deprive them of their life savings. In this article, we unpack how some of these campaigns operate at scale and how researchers can systematically detect, track, and stop them.