Disclosed are various aspects of computer-implemented systems and methods for comparing real estate properties. In one aspect a real estate mobile application is provisioned, wherein the application has a compare home engine. The application allows users to select listings from a database and then filter the listings based on image views, such as kitchen, bathroom, etc. The compare home engine on the real estate mobile application reads metadata or otherwise uses an image search engine or algorithm to identify and tag with metadata the images from the database. The application then displays the tagged images in an easy viewing format so that the user can more readily compare the various rooms.

Example order management systems and methods are described. In one implementation, a catalog ingestion system receives data associated with multiple products offered by multiple brands. A commerce management system receives a customer order from a customer. The customer order includes at least a portion of the multiple products offered by the multiple brands. The commerce management system splits the customer order into multiple brand orders such that each brand order is associated with products in the customer order from a particular brand. An integration platform fulfills the brand orders by submitting the brand orders to the associated brands.

Disclosed herein are system, method, and computer program product embodiments for displaying a search result in a sales management tool that includes affordability indicators and policy distances. The search result may also display a budget distance based on customer-specific budget information. The budget and policy distances can be calculated and displayed as cash down increments and/or sales price reductions. The specified solution operates efficiently and effectively to calculate these distances and integrate them into a search result in near-real-time across all items in an inventory.

Techniques are described for a social networking system to provide an interactive live stream event. In some cases, the social networking system may be configured to allow a user to both view a live stream event while preforming other operations associated with the social networking system, such as reviewing items, providing comments, and completing purchase transactions.

In an approach for generating and recommending optimized shopping orders for a group of users that collectively purchase bundles of goods, a processor generates an initial shopping order for each user in a group of shopping users, based on one or more preferences and constraints of each user on one or more items to buy from a stock. A processor optimizes the initial shopping order for each user based on one or more objectives of each user. A processor outputs the optimized shopping order for each user.

A device receives third-party boycott data associated with a merchant, and receives customer preference data associated with a customer of the merchant. The device processes the third-party boycott data and the customer preference data, with a machine learning model, to identify a boycott of the merchant that is predicted to be of interest to the customer. The device provides, to a user device of the customer, information identifying the boycott of the merchant and information that solicits the customer to indicate whether the customer desires to join the boycott, and receives, from the user device, information indicating that the customer desires to join the boycott. The device causes a transaction account associated with the customer to be restricted from a transaction with the merchant when the information indicates that the customer desires to join the boycott.

A method for providing a time exchange for establishing a sales pitch meeting between a salesperson and a consumer or group of consumers is described. A matching engine is utilized to best match a salesperson with a consumer that is considered to be available and willing to attend the sales pitch meeting. Salespersons bid on consumers' time on an exchange. Via an Algorithm Marketplace, consumers may trade their time on one or more exchanges. The giver of the sales pitch meeting can offer incentives to encourage consumers to attend the sales pitch meeting.

Disclosed are a system and method for reselling a reserved instance, which creates earnings by purchasing a reserved instance from a reserved instance providing system, such as a cloud service system, and reselling the reserved instance to a client, and a recording medium in which a program for executing the method is written. The system purchases a reserved instance from a reserved instance providing system and resells the reserved instance to a client, and includes an instance usage prediction unit for predicting instance usage of a client using a machine learning model pre-trained in relation to the instance usage, a reserved instance purchase quantity determination unit for determining a reserved instance purchase quantity based on the instance usage, a reserved instance purchase unit for purchasing the reserved instance based on the reserved instance purchase quantity, and an instance reselling unit for reselling the purchased reserved instance to the client.

An online concierge system receives orders from users that include items from one or more warehouses. The online concierge system identifies the orders to shoppers, who select one or more orders to fulfill. The online concierge system uses models to estimate orders likely to be received at different times and shoppers likely to be available to fulfill orders at different times. Responsive to greater than a threshold difference between estimated orders and estimated shoppers during a time interval, the online concierge system selects one or more incentives for shoppers to select orders during the time interval to entice shoppers to select orders during the time interval. An interface displayed to the shoppers by the online concierge system may present a map of warehouses and their estimated number of orders and allow shoppers to identify incentives offered for fulfilling orders at different warehouses during the time interval.

A method and a system to present samples of products to customers by transporting the samples to the customer's location with an autonomous vehicle. The sample can be a product, a component of a product, a material or a device to gather information in defining the product. The autonomous vehicle is adapted for off road travel and may enter buildings, it can be carried to a nearby location by a street adapted vehicle. Information may be transmitted electronically but physical presence is essential. The customer or the customer's agent receives a presentation of the product definer and a selection of a final product is made. In other cases the autonomous vehicle delivery separate or installed technical equipment to examine the presentation location and assist in the final product selection. For example, photographs from multiple locations can measure a room for installation of carpets or draperies, etc.