An online concierge system trains a machine learning conversion model that predicts a probability of receiving an order from a user when the user accesses the online concierge system. The conversion model predicts the probability of receiving the order based on a set of input features that include price and availability information. For each access to the online concierge system, the online concierge system applies the conversion model to a current price and availability and to an optimal price availability. The online concierge system generates a metric as the difference between the two predicted probabilities of receiving an order.

An online concierge system trains a machine learning conversion model that predicts a probability of receiving an order from a user when the user accesses the online concierge system. The conversion model predicts the probability of receiving the order based on a set of input features that include price and availability information. For each access to the online concierge system, the online concierge system applies the conversion model to a current price and availability and to an optimal price availability. The online concierge system generates a metric as the difference between the two predicted probabilities of receiving an order.

According to one aspect, the system provides an automated platform for managing R2R, that preserves vendor control over of the communication between retailers. For example, according to one embodiment of the system, only authorized retailers of specific vendors are able to list, request, buy, sell and swap products on the system. In further examples, the system controls execution so that exchanges can occur anonymously, while maintaining the assurances that transactions are facilitated by authorized parties at vendor-set prices. In yet other example, the system permits authorized retailers to list non-performing goods for authorized retailers to obtain by purchase or swap at wholesale cost. In yet other example, the system permits authorized retailers to request goods at wholesale cost and display the requests in a workflow that permits providers execute fulfillment.

The present invention relates to a system for mediating personal data of a user, and it is an object of the present invention to provide the personal data mediation system which allows information to be more reasonably mediated.

Apparatuses, methods, program products, and systems are disclosed for generating online auction listings. An apparatus includes a content processing module that processes, on a mobile device, one or more of image and video content of an item captured with a camera of the mobile device. The one or more of image and video content processed for posting on an online auction marketplace platform. An apparatus includes an information module that receives, on the mobile device, information associated with the item in the one or more of image and video content. An apparatus includes a transmission module that sends the one or more of image and video content and the information associated with the item directly from the mobile device to the online auction marketplace platform to be posted as an auction listing.

A system configured to validate purchase of restricted merchandise by a purchasing customer includes a server configured to perform the following steps. (1) Store information that identifies a valid customer of the restricted merchandise including (a) a verified image of the customer and (b) device identity information unique to a mobile device of the valid customer. (2) Receive purchase request information from a point of sale device defining a purchase transaction of the restricted merchandise. (3) Receive decoded information from the point of sale device that identifies the valid customer and the device identity information. (4) Transfer the customer image to the point of sale device. (5) Receive confirmation information from the point of sale device that the customer image corresponds to the purchasing customer. (6) Authorize the purchase of restricted merchandise.

Systems and methods for dynamically determining potentially applicability of product regulation updates and regulatory requirement rules and representations to product profiles, as well as map product taxonomies. According to certain aspects, an electronic device may access new or updated product regulation updates for various jurisdictions as well as product profiles associated with certain products. The electronic device may employ various data analysis technologies to determine which product regulation updates are potentially applicable to which product profiles. The electronic device may present information associated with the data analyses, and enable users to review information, further assess applicability, make selections, and interface and integrate with external systems to exchange information and insights.

A third party item listing management system useable for validation of third party items to be included on a retailer website is disclosed. The third party item listing management system includes an application programming interface (API) accessible by a plurality of third parties and configured to receive item data. An item management process receives the item data and calls an item validation pipeline which includes a plurality of item validation stages including an item legalization stage. In the item legalization stage, the item data and the identity of the third party are validated against a plurality of item listing rules to determine whether the one or more items are allowed to be offered via the retailer website by the third party. The item listing rules can include a rule preventing the third party from listing an item included in a core item collection offered by the retailer via the retailer website.

In one aspect, a system (5) for facilitating procurement of a controlled or restricted item requested by a consumer via a dispensing event is disclosed. In one embodiment, the system is configured operable for enabling an authentication event in respect of the consumer's request, the authentication event involving an identifier and a characteristic associated with the identifier which provides an indication of successful verification of the consumer's eligibility to procure the controlled or restricted item. The system (5) is further configured operable for authorising dispensing of the controlled or restricted item by way of the dispensing event on a determination of the characteristic indicating successful verification of the consumer's eligibility to procure the item following acknowledgment of the identifier on presentation of same at the dispensing event.

The disclosed HomeBar Delivery App is the only one-stop-shop ordering and delivery app developed to simplify party planning. It provides access to a variety of pre-made appetizer and drink selections which may include catering services; do it yourself meals and/or alcoholic/non-alcoholic beverages and respective ingredients that populate into a shopping cart for easy ordering; party supplies and/or ambiance enhancement services and access to a directory of bartenders all conveniently in one app. In other words, it allows users to order a variety of alcoholic and nonalcoholic beverages and ingredients for their preferred drinks, as well as appetizers and other party supplies, with an option of hiring a bartender.