A method for use in a computing system, comprising: outputting, by the computing system, a product configuration menu that specifies a first set of product components; outputting, by the computing system, information associated with a first product, the first product including the first set of product components; detecting, by the computing system, a user input that specifies a second set of product components, the user input being received via the product configuration menu; selecting, by the computing system, a second product that includes the second set of product components, the second product being selected by performing a search of a product distance data structure to identify a plurality of candidate products that include the second set of product components, obtaining a respective product distance score for the first product and each of the plurality of candidate products, and selecting one of the candidate products as the second product.

Disclosed are methods, systems, and non-transitory computer-readable medium for automatic product comparison using price comparison with reward redemption options indicating relative price reduction. For instance, the method may include: responsive to a first trigger condition being satisfied, extracting product information from the currently viewed webpage; determining other source(s) corresponding to the product information; generating a first user interface with comparison information and a redirect link, the comparison information including redemption information for a particular source of the other source(s) in response to the particular source being one of a first set of websites and the particular source having at least one product available that corresponds to the product information extracted from the currently viewed webpage, the redirect link being selectable to open a new webpage for the particular source; and causing the browser to display the first user interface with the comparison information and the redirect link.

An augmented reality visualizer for swimming pools is described herein. In one example, a system can receive images of a target area for a swimming pool from a camera. The system can generate an augmented reality environment by analyzing the images. The augmented reality environment can include a virtual swimming pool overlaying at least one image of the target area. The system can then output the augmented reality environment on a display for viewing by a user.

A computer system and method may be used to generate a product catalog from one or more websites. One or more product pages on the websites may be identified and parsed. Attribute information may be identified in each page. Moreover, one or more automated interactions may be performed to generate page variations and identify attribute values. The attribute information and attribute values may be stored as structured data in a database.

A method and computer platform configured to engage a web browser running on a mobile device and displaying an ecommerce website, instruct the web browser to activate a camera module of the mobile device to capture an image using a camera of the mobile device, and update the ecommerce website that is displayed on the web browser to include product information associated with the image.

A vehicle includes a system for recording and analyzing user preferences during a vehicle test drive. The system includes a processor and a memory that stores processor-readable instructions. When executed by the processor, the processor-readable instructions cause the system to: determine a user identity; create a user preference profile based on the user identity; communicate a prerecorded message describing one or more vehicle options to the user; record a user response of the user in response to the prerecorded message; analyze the recorded user response; and update the user preference profile based on the analysis of the recorded user response.

Computer-implemented systems and methods for the sale of consumer services. Predictions are made based on the behaviors, preferences, assets, identifying characteristics, and other attributes associated with customers and merchants. In one implementation, a prediction is made as to whether a customer is likely to request a service and whether a merchant is likely to be selected by the customer to provide the service. In another implementation, the calendars of a merchant and customer are automatically updated to account for the customer's late arrival to an appointment at the merchants location. In yet another implementation, a customer purchases an appointment for a service from another customer that has the appointment scheduled with a merchant providing the service.

A recommendation engine utilizes deep learning methods, including machine learned neural network models, to identify user group clusters of users having a common purchase history when determining item options, such as an item feature, for a user associated with a search query at a search engine. The determined item options are presented to the user at a search results page or as an item listing as a preselection of selectable options for item options of an item option category, thereby identifying and providing a specific item variation. The search results page can be condensed by excluding items having a same set of item option categories or a same identified item option, thereby providing a search results page or item listing that allows other contextually relevant items to be provided and identified by the user.

Top attributes of a product are identified from text content of an electronic document and are presented as visual depictions of the attributes. The attributes are identified and ranked based on the text content, such as whether the text content describes the attribute in a positive or negative manner. Top attributes are selected from the ranking and a visual depiction of the top attributes is identified. The visual depiction can be a universally recognized symbol or a custom image designated to an attribute. The visual depiction is superimposed on the text content associated with the attributes when the electronic document is presented at a display. In this way, top attributes for a product can be presented in a manner that condenses the relevant information provided by the electronic document into a format better suited for providing the information on small screens of mobile devices.

Provided herein are database structures, systems, and methods for an anonymous, information exchange platform. The information exchange platform described herein may comprise blockchain structures, decentralized networks, peer-to-peer technology, cryptographic techniques, and/or a combination thereof. Past and present actors associated with a topic of information (e.g., a product) may flexibly exchange information on the information exchange platform by implementing question and answer protocols.