Conspiracy theories are increasingly a subject of research interest as society grapples with their rapid growth in areas such as politics or public health. Previous work has established YouTube as one of the most popular sites for people to host and discuss different theories. In this paper, we present an analysis of monetization methods of conspiracy theorist YouTube creators and the types of advertisers potentially targeting this content. We collect 184,218 ad impressions from 6,347 unique advertisers found on conspiracy-focused channels and mainstream YouTube content. We classify the ads into business categories and compare their prevalence between conspiracy and mainstream content. We also identify common offsite monetization methods. In comparison with mainstream content, conspiracy videos had similar levels of ads from well-known brands, but an almost eleven times higher prevalence of likely predatory or deceptive ads. Additionally, we found that conspiracy channels were more than twice as likely as mainstream channels to use offsite monetization methods, and 53% of the demonetized channels we observed were linking to third-party sites for alternative monetization opportunities. Our results indicate that conspiracy theorists on YouTube had many potential avenues to generate revenue, and that predatory ads were more frequently served for conspiracy videos.
翻译:随着社会在政治或公共卫生等领域的快速增长,密谋理论日益成为研究兴趣的主题。以前的工作已经将YouTube确定为最受欢迎的网站之一,供人们主办和讨论不同理论。在本文中,我们分析了阴谋理论者YouTube创作者以及可能针对这一内容的广告商的货币化方法。我们从阴谋焦点频道和主流YouTube内容上找到的6 347个独特的广告商那里收集了184 218个广告印象。我们将这些广告分类为商业类别,并将其在阴谋和主流内容之间的流行程度进行比较。我们还确定了共同的场外货币化方法。与主流内容相比,阴谋视频有类似水平的广告来自著名品牌,但潜在掠夺性或欺骗性广告的发生率几乎高出11倍。此外,我们发现,阴谋渠道是主流渠道使用场外货币化方法的两倍多,而我们观察到的魔鬼化渠道中有53%与第三方网站连接,以获得其他的货币化机会。我们的研究结果表明,在YouTube上,阴谋论者拥有许多潜在的渠道来创造收入,而掠夺性视频则更经常被利用。