Looking at the role of viewer engagement behaviors in today's media landscape. Globally, media consumption trends are increasing to reflect a more extensive cultural transition in viewership. Alongside the technological advancements in media types and platforms, demand-driven and personalised consumption is a trend dominating the current media la