Systems and methods for facilitating product preferences and/or product recommendations are disclosed. Biometric data of the subject are taken into account by the systems and methods in order to determine product preferences and/or product recommendations. Other factors of the subject, although optional, may be also taken into account while determining product preferences and/or product recommendations for a subject. These product preferences or recommendations can be presented to the subject, either automatically via a display device or with assistance from a product consultant. To obtain the biometric data, the subject will be exposed to a number of stimuli, such as fragrance/scent stimuli. Biometric data will then be collected from the subject based on her response to this fragrance/scent stimuli. In some examples, the collected biometric data relates to a subject's Electrodermal Resistance (EDR) or Electrodermal Activity (EDA).

Aspects of the present disclosure involve a system comprising a computer-readable storage medium storing a program and method for providing augmented reality content relating to user-submitted reviews in association with traveling, in accordance with some example embodiments. The program and method provide for receiving, by a messaging application running on a device of a user, a request to scan an image captured by a device camera; determining, in response to receiving the request, a travel parameter associated with the request and an attribute of an object depicted in the image; selecting, from among plural candidate user interfaces relating to user-submitted reviews, a user interface that corresponds to the travel parameter and the attribute; and displaying an augmented reality content item, which includes the selected user interface, with the image.

An aspect is a system and method that includes determining virtual try-on display adjustment information responsive to receiving one or more digital images taken upon application of a calibration cosmetics product, generating virtual try-on display parameters for modifying a digital try-on experience based at least in part on the virtual try-on display adjustment information, and generating one or more instances of a modified virtual try-on experience on a user interface based on the virtual try-on display parameters.

In one or more implementations, video content generated using a client application may be provided to users of the client application in association with one or more products offered for purchase via the client application. Video content items presented to a user may be identified based on a level of interest of the user in relation to the respective video content items. A level of interest of the user in relation to a video content item may be based on profile information of the user.

In one or more implementations, information about a number of products may be obtained. Visual effects corresponding to each product may be applied to objects included in user content to change the appearance of the objects included in the user content. Augmented reality content may be implemented to cause changes to the appearance of one or more objects included in the user content. In various examples, a number of visual effects related to different products may be applied to objects included in the user content. A user interface including information about each of the products applied to objects included in the user content may be produced.

According to an embodiment of the present disclosure, a method of recommending content based on a movement route of a user includes extracting at least one video associated with a search term from among video lists associated with a position of the user when the search term is input from the user, extracting at least one piece of content associated with the search term from the extracted at least one video, and playing back detail shot information associated with a region of interest together with content selected by the user when the user selects the region of interest within the selected content.

Disclosed herein are embodiments for automatic, intelligent generation of listings for a for sale object (FSO) being offered by a seller. Some embodiments operate by: receiving information relating to the FSO, including specifications for selling the FSO and an election of an automatic listing option; determining a category of the FSO; generating an optimal offer price based on at least the category; and generating multiple listings for the FSO, wherein the multiple listings have varying titles, descriptions, pictures and offer prices.

A method comprises collecting browsing activity data of at least one user in connection with at least one electronic commerce item, and collecting feature data of the at least one electronic commerce item. In the method, the browsing activity data and the feature data are analyzed using one or more machine learning models. At least one of a title and a description for the at least one electronic commerce item is generated based on the analysis, and are displayed on an interface for viewing by the at least one user.

The system and methods described herein allow users to give their applicant information when seeking to purchase a good with financing from multiple potential lenders, and may be pre-screened by one or more rule sets implemented by a marketplace client in an eligibility analysis to ultimately submit applicant information to a subset of the multiple potential lenders which are found to be suitable for lending to an applicant based on the applicant information, wherein lender microservices are then run in a jailed, firewalled, and self-contained, autonomous environment, and the results of said lender microservices are reported to the user and may be used to change the one or more rule sets implemented by the marketplace client for future pre-screening of applicants.

Customized interactive image collection generation is described. A plurality of interactive images associated with at least one merchant can be accessed. An interactive image of the plurality of interactive images can depict one or more items offered for sale by the merchant and individual items of the one or more items can be associated with individual selectable controls. A selectable control can enable a customer to view item information associated with an individual item with which the selectable control is associated. Customer data can be accessed and a subset of interactive images of the plurality of interactive images can be selected based at least in part on the customer data. The subset of interactive images can comprise a personalized lookbook that can be presented via a display of a device to enable the customer to add the individual item to a virtual cart via an interaction with the selectable control.