Abstract: Systems and methods for identifying topic coverage for a distribution platform that provides access to online content items. A set of topics that characterize subject matter of the online content items available via a system distribution platform may be obtained and individual ones of the content items may be associated with individual ones of the topics. Internal demand and/or external demand associated with the individual ones of the topics may be determined. Disparities between the internal demand and/or the external demand may be determined for individual ones of the content items. A graphical representation of the disparities determined may be generated.

Abstract: Systems and methods for automatically tagging product for an e-commerce web application and providing product recommendations. Product information related to products is stored and the products are searchable via search queries. Results for the search queries are generated. Interactions of the users with the results for the search queries are monitored. Semantic tags are associated with the products based on the search queries and the results for the search queries. Weighted links between the products and the semantic tags are determined based on the interactions of the users with the results for the search queries. Users' interactions with the product information and/or the product are monitored and user links between the semantic tags and the users are determined based on the weighted links between the products and the semantic tags and the users' interactions. Product recommendations are determined based on the user links and the weighted links.

Abstract: Systems and methods for identifying whether users should be provided access to online content. Request information related to user requests for content may be obtained. A record indicating whether or not requesting user accounts should be provided access to the online content may be maintained. Whether the requesting user accounts should be provided access to individual pieces of content requested may be determined based on the record. A log may be updated with the request information related to the user requests for content. The request information included in the log may be analyzed to identify one or more of the requesting user accounts that are currently provided access to the online content, but should not be provided access to the online content in the future. The record may be updated based on the analysis of the request information included in the log.