| CPC G06Q 30/0277 (2013.01) [G06F 16/9538 (2019.01); G06Q 50/2057 (2013.01)] | 20 Claims |

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1. A video hosting platform, which hosts web accessible videos promoting venders to users, comprising:
a listing website organized into a directory format by business type, said listing website comprising:
a directory page listing a plurality of selectable categories, each being a business type;
a set of category pages, each listing a plurality of venders, wherein each listed vender is linked to a vender specific one of a set of dedicated vender web pages;
the set of the dedicated vender web pages comprising a plurality of interview based videos viewable by the users;
a presentation module, implemented by a computing device comprising at least a graphical user interface (GUI) and a processor, the presentation module configured to:
create one of the dedicated vender web pages for the accessing vender when one has not been previously created;
generate a script for a new one of the interview based videos that is accessible via the accessing vender's vender specific web page, said script generation comprising:
receive from the accessing vender a social media content site where vender content resides, said social media content site being one of a web site for the accessing vender and a social media account for the accessing vender;
extract keywords and key phrases from content retrieved from the social media content site using a natural language processing (NLP) algorithm executed by the processor;
search, using the processor, a plurality of external media platforms and search engines for questions containing the extracted keywords and key phrases;
rank the retrieved questions based on relevance and frequency of occurrence using a weighting algorithm to generate a prioritized list of interview questions;
generate a plurality of interview questions from the social media content site;
utilize the generated interview questions, which the vender answers on video to create one of the interview based videos of the accessing vender's vender specific web page;
automatically tag the video with metadata corresponding to the extracted keywords and ranked questions to optimize searchability and retrieval within the platform; and
analyze the video using a feedback application executed by the processor to provide real-time presentation improvement prompts to the vendor during video recording, including at least one of facial expression feedback, speech clarity analysis, or a filler word reduction suggestion.
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