On YouTube, a social media marketing and movie sharing platform, people can develop channels to write-up movies. These customers can then observe other channels that interest them and observe other buyers' movies, in some cases leaving behind a comment or perhaps a "like" or "dislike" over the video. Each time a consumer watches a video, they