The significant increase of online video services has reshaped the media landscape. Currently, numerous services , like Amazon Prime Video, are competing for viewership, leading to a intense marketplace. Looking forward , we anticipate sustained shift away from linear TV, with greater emphasis on tailored experiences. Furthermore , the emergence of