Abstract: Embodiments of the present invention provide methods, systems, apparatuses, and computer program products for classifying merchants. In one embodiment a method is provided comprising providing, a first promotion specifying a redemption and a charge monetary values, the redemption monetary value being specified by redemption parameters of the first promotion and a value indicative of a total amount of funds purchased in response to accepting an instance of the first promotion, wherein the funds purchased can be redeemed for offerings of one or more merchants specified by the promotion, the charge monetary value being a monetary value charged for accepting the first promotion, and providing a first classification classifying the first promotion as a promotion having a redemption monetary value that may be used to purchase offerings of the one or more merchants over the course of multiple transactions.

Abstract: An apparatus, system, and method are provided herein to provide simultaneous delivery of output communications to a client device and a secondary client device are discussed herein. Some embodiments may include an apparatus including processing circuitry configured to: receive one or more electronic communications; configure the one or more electronic communications for presentation to the client device and the secondary client device based on the delivery identifier; and provide the one or more electronic communications to the client device via a wide area network to facilitate simultaneous delivery of the one or more output communications corresponding to the one or more electronic communications on the client device and the secondary client device. The one or more output communications may be provided to the secondary client device via the client device and a personal area network that is separate from the wide area network.

Abstract: Provided herein are systems, methods and computer readable media for programmatically generating and/or revising promotions for a provider as well as generating and providing analytics data regarding currently offered promotions in real-time. In providing such functionality, the system can be configured to, for example, monitor and analyze various promotions, including current promotions and analytics data about promotion-related purchases, that enable the system to determine the relative successfulness of a promotion for a provider and/or category of provider. Upon determining what has been more successful or is expected to be a more successful promotion for a provider, the system can present the promotion to the provider for approval and/or make the promotion to consumers programmatically.

Abstract: A system can determine that a mobile device, located at a physical place of business transmits a first electronic communication for redemption of an electronic offer at the physical place of business. The system can further detect a second electronic communication transmitted from the mobile device, which indicates a first identifier. The first identifier can be associated with a verifier of the electronic offer (e.g., a staff member) at the physical place of business. The system can further determine, based on analysis of the first identifier, a second identifier (e.g., contact data, a telephone number, etc.), that corresponds to the verifier, without providing the second identifier to the mobile device. The system can further electronically transmit, utilizing the second identifier, a third electronic communication that indicates information about the redemption of the electronic offer.

Abstract: Provided herein are system, methods and computer readable storage media in facilitating the generation of promotions based on promotion templates for the provider's goods, services, and/or the like in an agreement between the provider, also known as a merchant, and a promotion and marketing service that is configured to illustrate or otherwise inform consumers of the availability of one or more instruments for a promotion. In providing such functionality, the system may be configured to, for example, receive promotion data, determine promotion parameters, determine provider service categories, associate at least one promotion template with at least one service category, generate a promotion for a provider, and transmit a proposed promotion to a provider.

Abstract: In general, embodiments of the present invention provide systems, methods and computer readable media for a universal relevance service framework for ranking and personalizing items.

Abstract: Provided herein are systems, methods and computer readable media for forecasting demand. An example method comprises generating a virtual offer for one or more combinations of a category or sub-category, location, and price range, accessing consumer data comprising one or more users and user data related to each of the one or more users, calculating a probability that a particular user would buy a particular offer in a particular time frame for at least a portion of the plurality of users and for each of the virtual offers, and determining an estimated number of units of to be sold for at least a portion of the one or more virtual offers as a function of at least the probability associated with each of the one or more virtual offers.

Abstract: Techniques are described for providing location-based information and functionality to people and computing devices in various ways. In at least some situations, the techniques include enabling multiple people in a common geographic area to interact in various ways, such as via devices capable of communications (e.g., cellular telephones, computing devices with wired and/or wireless communications capabilities, etc.). In addition, the techniques include enabling the creation and maintenance of location-based virtual groups of users (also referred to as “clouds”), such as for users of mobile and/or fixed-location devices. Such clouds may enable various types of interactions between group members, and may be temporary and/or mobile.

Abstract: Provided herein are systems, methods and computer readable media for classifying user search data.

Abstract: Methods, apparatuses, and computer program products are provided herein to facilitate negotiation between consumers and merchants for promotions. In one embodiment, a method for generating promotion impressions is provided which includes receiving, via a user interface, a request for a promotion, wherein the request comprises one or more indications of consumer preferences for the promotion and causing transmission of the request to a promotion and marketing service. The method further comprises receiving an impression comprising promotion data for one or more merchants based at least in part on the one or more indications of preferences. The method further comprises receiving, via the user interface, a selection of a promotion to purchase wherein the promotion is selected from the promotion data in the impression. The method further comprises transmitting the selection of the promotion to purchase to the promotion and marketing service.

Abstract: In general, embodiments of the present invention provide systems, methods and computer readable media for an adaptive oracle-trained learning framework for automatically building and maintaining models that are developed using machine learning algorithms. In embodiments, the framework leverages at least one oracle (e.g., a crowd) for automatic generation of high-quality training data to use in deriving a model. Once a model is trained, the framework monitors the performance of the model and, in embodiments, leverages active learning and the oracle to generate feedback about the changing data for modifying training data sets while maintaining data quality to enable incremental adaptation of the model.

Abstract: The disclosure provides examples of methods, apparatuses, systems, and computer program products for implementing a search indexer. One example method includes receiving, by index workflow circuitry, a search index update indicator, causing, by the index workflow circuitry and in response to receiving the search index update indicator, index generation circuitry to retrieve data sets from a plurality of data sources, calculating a checksum for each of the data sets, comparing the checksum for each of the data sets to a set of search index metadata, in response to determining that at least one checksum for at least one of the data sets does not match a metadata checksum from the set of search index metadata, generating a set of search index data from the data set corresponding to the at least one checksum, generating a search index using at least the set of search index data, and transmitting the search index to a search service for use in responding to at least one search query.

Abstract: Provided herein are method, apparatus, and computer program products for generating a first and second three dimensional interactive environment. The first three dimensional interactive environment may contain one or more engageable virtual interfaces that correspond to one or more items. Upon engagement with a virtual interface the second three dimensional interactive environment is produced to virtual simulation related to the one or more items.

Abstract: Provided herein are method, apparatus, and computer program products for automatically outputting a wearer interface or a redemption interface. The wearer interface and the redemption interface may contain information related to a wearer of a wearable device and a provider respectively. The wearable device may reference a merchant redemption parameters database to facilitate the output of the redemption interface, and the wearable device my reference a wearer parameters database to facilitate the output of the wearer interface. Both the wearer interface and the redemption interface may be displayed on the wearable device by an interactive display.

Abstract: In general, embodiments of the present invention provide systems, methods and computer readable media configured to receive configuration data describing a desired data set distribution, and, in response to receiving new data instances, use the configuration data and the new data instances to dynamically optimize the distribution of data already stored in a data reservoir that has been discretized into bins representing the desired data distribution.

Abstract: Provided herein are systems, methods and computer readable media for proving gift giving within a group. Consumers may register for a gift giving program, create a group and invite other consumers to participate. Group members may be randomly assigned to a group, or assigned to a group based on an invitation or indicated group. Relationships between gift givers and recipients within a group may be determined, such as in a randomized format. Gift givers may purchase a gift, such as a good or a promotion from a promotion and marketing service. The promotion and marketing service may assign the promotion to the recipient so that the recipient may redeem the promotion for a good, service, or experience. Promotions may be automatically purchased on behalf of a gift giver who fails to purchase the promotion by a gift-giving deadline.

Abstract: Systems and related methods of providing promotions to consumers based on proximity to communication beacons are discussed herein. Some embodiments may provide for a system including a communication beacon and a central system. The communication beacon may be associated with a merchant and located at a merchant shop. Based on receiving consumer presence data from the communication beacon indicating that a consumer device and the communication beacon has formed a direct wireless connection, the server may be configured to provide merchant information, promotions, or other messages to the consumer device. In some embodiments, messages may be generated by the merchant and targeted to consumers based on consumer device location, consumer demographics, among other things. Furthermore, the server may provide consumer information to a merchant device to facilitate consumer service, point-of-sale, and seamless transactions and promotion redemptions.

Abstract: Embodiments provide a computer-executed method, a computer system and non-transitory computer-readable media for facilitating consumer interaction with a consumer interface. The method includes displaying a representation of an item on a consumer interface rendered on a visual display of a computing device. The method also includes storing, on a non-transitory computer-readable medium: a predefined first association between a first compound consumer input and a first command such that receipt of the first compound consumer input at the consumer interface initiates the first command, and a predefined second association between a second compound consumer input and a second command such that receipt of the second compound consumer input at the consumer interface initiates the second command.

Abstract: A method includes receiving wireless signals from consumer devices that are in communicable range of the merchant device. The wireless signals each include a unique identifier associated with one of the consumer devices. The method further comprises generating signal strength data that includes one signal strength value associated with the unique identifier of each of the wireless signals, storing the signal strength data in a data storage device, analyzing the signal strength data to determine how many of the consumer devices achieved various signal strength levels, determining a threshold signal strength value based on the analysis, determining a consumer device is present within a physical area when a subsequent wireless signal from a subsequent consumer device is greater than the threshold signal strength value.

Abstract: Embodiments provide a computer-executed method, a computer system and non-transitory computer-readable media for facilitating consumer interaction with a consumer interface. The method includes displaying a representation of an item on a consumer interface rendered on a visual display of a computing device. The method also includes storing, on a non-transitory computer-readable medium: a predefined first association between a first compound consumer input and a first command such that receipt of the first compound consumer input at the consumer interface initiates the first command, and a predefined second association between a second compound consumer input and a second command such that receipt of the second compound consumer input at the consumer interface initiates the second command.