rewardStyle, Inc.

A computer-implemented method for ingesting and presenting a video with associated linked products and metadata as a unified actionable shopping experience may include accessing a video file, receiving information about an object, the information including a link to a merchant portal or web page through which the object may be purchased, combining the video file and information about the object into a social media post, and delivering the social media post to consumers.

An item search query may be received. A plurality of items responsive to the query and a plurality of similarity scores corresponding to the items may be determined. The items may include two or more item variants of a multi-variant item. A plurality of clusters, each including a subset of the items, may be generated, where at least two of the item variants are included in a same cluster. Within each cluster, a corresponding subset of the similarity scores may be associated with and used to order the subset of items within the cluster. A cluster iteration sequence may be set based on a comparison of a highest similarity score from each cluster, and a display sequence may be generated for presenting the items within an optimized user interface based on the cluster iteration sequence to reduce a display redundancy of the at least two item variants.

A computer-implemented method for product identification and classification in an image includes receiving, with one or more processors, an image containing a being a product and inputting the received image to at least one model. The at least one model may be configured to: identify a location of the product within the image, output the location of the product within the image as a crop image, generate a product classification for the product in the crop image, and generate a product embedding according to the product classification. The method may further include outputting the product embedding to a search service configured to return product data associated with at least one similar product, receiving, with the one or more processors, the product data returned by the search service, and generating, with the one or more processors, one or more image tags based on the at least one similar product.

For each of a plurality of users, a plurality of data operation criteria associated with completion of a data operation, and different among the users, are received. A parameter set specific to each user is generated that includes parameter(s) to be performed to complete the data operation based on the data operation criteria. User data activity is monitored, and a status of the data operation completion for each user is tracked by: detecting a performance of a parameter by the user based on the monitoring; determining the parameter corresponds to one of the parameter(s) included in the parameter set specific to the user; and updating the user's status based on the determining. In response to determining each of the parameter(s) included in the parameter set specific to any one of the users has been performed based on the status, initiating a completion action in association with the respective user.

A system for analyzing screenshots can include a computing device including a processor coupled to a memory and a display screen configured to display content. The system can include an application stored on the memory and executable by the processor. The application can include a screenshot receiver configured to access, from storage to which a screenshot of the content displayed on the display screen captured using a screenshot function of the computing device is stored, the screenshot including an image and a predetermined marker. The application can include a marker detector configured to detect the predetermined marker included in the screenshot. The application can include a link identifier configured to identify, using the predetermined marker, a link to a resource mapped to the image included in the screenshot, the resource accessible by the computing device via the link.

A system for analyzing screenshots can include a computing device including a processor coupled to a memory and a display screen configured to display content. The system can include an application stored on the memory and executable by the processor. The application can include a screenshot receiver configured to access, from storage to which a screenshot of the content displayed on the display screen captured using a screenshot function of the computing device is stored, the screenshot including an image and a predetermined marker. The application can include a marker detector configured to detect the predetermined marker included in the screenshot. The application can include a link identifier configured to identify, using the predetermined marker, a link to a resource mapped to the image included in the screenshot, the resource accessible by the computing device via the link.

A computer-implemented method for targeted information dissemination based on network interaction, may be implemented using a processor in network communication with a network service computing device associated with a network service, a monitoring device for monitoring the network service computing device for a posted digital media comment, and a communications device for transmitting targeted information to a user. The method may comprise requesting, using the monitoring device and via API calls to the network service computing device, a digital media report of digital media objects, the digital media report including a comment associated with a digital media object representing an item; receiving, using the monitoring device, the digital media report from the network service; and upon identifying the comment, transmitting, using the communications device, item data including a link associated with the item to a computing device associated with the user to assist the user in obtaining the item.

A system and method is provided for dynamically managing advertiser affiliate links for online marketing. A global redirect server accepts a visitor's web browser request for a product or non-product webpage associated with an affiliate network advertiser URL, and returns a corresponding product or non-product webpage to the visitor that is corrected for the visitor's geographic region if such a webpage exists, or returns the originally requested webpage if it does not. The server determines the visitor's geographic region based upon request metadata, and can generate a corrected webpage that affords analytic and commission tracking even if no corresponding affiliate network exists in the determined geographic region. The server includes a database for locating products within the determined geographic region that are comparable to the product of the product webpage request, in the event that the exact product is not available in the geographic region.

Systems and methods are disclosed for image-based content recommendations. One or more of an image of a product or text associated with the product included within image data associated with a client device are received. Using at least one machine learning model, a plurality of content recommendations associated with the product are determined based on the one or more of the image of the product or the text associated with the product. A graphical user interface including the plurality of content recommendations is caused to be displayed at a display of the client device. One or more user interactions with at least one content recommendation of the plurality of content recommendations included in the graphical user interface are received as feedback, and the at least one machine learning model is adapted based on the feedback.

A computer-implemented method for dynamic link redirection includes receiving a request to display online content to a user, determining a plurality of current content links in the online content, for each current content link among the current content links, performing operations including: obtaining current assessment parameters for the current content link, generating a current assessment for the current content link based on the current assessment parameters, obtaining a plurality of alternative content links based on the current content link, generating a plurality of alternative assessments for each alternative content link among the alternative content links based on respective alternative assessment parameters for the alternative content link, determining a selected content link among the alternative content links based on the current assessment and the alternative assessments, replacing the current content link in the online content with the selected content link, and displaying the online content to the user.