1. A method programmed in a non-transitory memory of a first device, the method comprising: automatically detecting a comment associated with an entity in a video or audio; in response to automatically detecting the comment associated with the entity, converting the comment into searchable information; comparing the searchable information with information from one or more sources to determine a factual accuracy of the comment; computing an entity validity rating associated with the entity based on the factual accuracy of the comment; causing the entity validity rating to be displayed on a display of a second device.
25. The method of claim 1 , wherein causing the entity validity rating to be displayed comprises causing the entity validity rating to be displayed during access of the video or audio by a user at the second device, wherein the entity validity rating is provided within a set time period after the comment is made by the entity.