Product offering systems are provided. Product offering systems may include sending an offer to a customer that possesses a mobile computing device and has agreed to receive offers for products via the mobile computing device. Agreeing to receive offers would result in the unique data about the customer being available to offer provider. Unique customer data may include data related to the customers wireless service provider or from a financial account in a financial institution, and collecting customer data about the customer, wherein the customer data comprises financial data and personal data. Product offering systems may further include registering a wireless computing device of the customer to able the device to receive the offer, and determining opportunities to send the offer to the customer by monitoring the customer and the customer data. Product offering systems may also include sending the offer to the customer's registered device based on the determination of opportunities.

A software application to automate a company's selection of endorsers and promotional material content creators. The application utilizes Application Programming Interfaces (API's) to communicate with and extract user data from third party user content websites. The application processes the data and assigns a creator a creator tag based on the processed data. A brand inputs promotions to the application. The creator tag is used to match creators and promotions.

An electronic device for providing incentive-based messages on a surface of a vehicle is presented. The device comprises a transceiver; one or more memories; and one or more processors interfacing with the transceiver, the one or more memories, and the electronic display. The one or more processors is configured to obtain a set of vehicle profile data corresponding to the vehicle, and determine a set of user devices configured to receive a notification corresponding to an incentive-based message. The processors also determine an incentive-based message based at least in part upon the vehicle profile data and the set of user devices, and transmit the incentive-based message to the vehicle and the notification to the set of user devices. The processors also cause an electronic display disposed on the surface to display the incentive-based message for viewing by a set of individuals associated with the set of user devices.

Links are generated between local merchants and community programs for merchant incentives to customers for the programs which are tracked for online-offline customer transactions using incentives. Participants' identifiers are linked to payment sources. Offline-online transaction data is collected in a data storage area. All data in the data storage area may be utilized by logic tool, which may provide information, such as details of consumer behavior and analytic reporting. Rich data provided by pre-transaction chat sessions between merchants and potential customers are matched with rich data provided by subsequent transactions between the merchants and their customers, and a level of certainty may be determined as to the accuracy of the match of a prior chat session to a subsequent transaction.

A food portioning system may include a food plate body and a scale associated with the food plate body to sense a weight of food carried thereby. The system may also include wireless communications circuitry coupled to the scale, and a mobile wireless communications device associated with a given user. The mobile wireless communications device may be configured to obtain a user-selected food recipe from the given user, obtain user health data associated with the given user, and obtain a desired consumable food weight for the food plate body based upon the user-selected food recipe and the user health data associated with the given user. The mobile wireless communications device may also be configured to wirelessly communicate with the wireless communications circuitry to obtain a sensed consumable food weight, compare the sensed consumable food weight with the desired consumable food weight, and generate a notification based upon the comparing.

Generating structured data from screen recordings is disclosed, including: obtaining, from a client device, a screen recording of a user's activities on the client device with respect to a task; performing, at a server, video validation on the screen recording, including by determining whether the screen recording matches a set of validation parameters associated with the task; and generating a set of structured data based at least in part on the video validation.

A virtual repository system with robust item management automatically derives item data from accessed current and past transactions. The system interfaces with merchant systems to receive current and archived transaction data, scans emails for current and past transaction data, monitors browser data for online transaction data, and accepts manual input. Data obtained from all sources is collated and stored in a cache for user validation, whereupon it is added to a virtual repository. Triggers prompt the delivery of responsive results including information from shared virtual repositories.

A system for employing machine learning to generate customized notifications for a user is provided. The system may identify a landmark in proximity to a user's mobile device and may obtain information associated with products or services offered by the landmark. While the mobile device is within a predetermined distance of the landmark, a machine learning model may be employed to generate a customized notification, such as an offer—e.g., a discount or a special financing offer for one of the identified products—generated specifically for use by the user based on the user's spending and/or financing history. The customized notification may be transmitted to the mobile device with a security key for accessing the offer. In response to receiving an indication that the security key was selected and the product purchased, the user may be authenticated and the offer may be applied to an account associated with the user.

A server apparatus as a management apparatus in a system includes a controller configured to execute acquiring commodity-or-the-like purchase information of a user in a first mobile store from a store device of the first mobile store, selecting a commodity or a service predicted to be purchased next by the user based on commodities or services in the acquired commodity-or-the-like purchase information, and transmitting information regarding the user to a store device of a second mobile store dealing in the selected commodity or service.

A method, computer program product, and system to perform a sale transaction are provided. The method includes identifying each item of a plurality of items, based on at least one image of the plurality of items, determining a cost for each item, optionally identifying a person based on an image of the person, adding each of the items and each of the costs to a sale transaction, and charging the person for the sale transaction.