Methods, systems, and computer-readable media are provided for providing a visual indicator indicative of a frictionless checkout status of at least a portion of a retail shelf. In one implementation, a method may comprise: receiving an output from one or more retail store sensors; based on the output from the one or more retail store sensors, determining a frictionless checkout eligibility status associated with the at least a portion of the retail shelf, wherein the frictionless checkout eligibility status is indicative of whether the at least a portion of the retail shelf includes one or more items eligible for frictionless checkout; and causing a display of an automatically generated visual indicator indicating the frictionless checkout eligibility status associated with the at least a portion of the retail shelf.

A method being implemented via execution of computing instructions configured to run at one or more processors and stored at one or more non-transitory computer-readable media. The method can include training two sets of item embeddings for items in an item catalog and a set of user embeddings for users, using a triple embeddings model, with triplets. The triplets each include a respective first user of the users, a respective first item from the item catalog, and a respective second item from the item catalog, in which the respective first user selected the respective first item and the respective second item in a respective same basket. The method also can include randomly sampling an anchor item from a category of items selected by a user. The method additionally can include generating a list of complementary items using a query vector associated with the user and the anchor item. The query vector is generated for the user and the anchor item using the two sets of item embeddings and the set of user embeddings. Other embodiments are disclosed.

Systems and methods are provided for determining additional vehicle data for a vehicle based on a vehicle identifier, such as a vehicle identification number (VIN). Based on the VIN, manufacturer codes, model codes, and other additional manufacturer information can be determined. The manufacturer codes and/or model codes can be used in determining a list of options on the vehicle. This information can be used by a variety of systems in determining more accurate vehicle specifications to yield more accurate vehicle evaluations based at least in part on the list options.

A network based order fulfillment systems having an improved user interface at both a customer device and at an order fulfillment location employee device. Both customer and employee devices scan collect user input and other information using one or more sensors of the user devices to provide proper notifications to both the customer and the employee based on the actions of each. Location information for a customer computing device can be used to continually update ETA and time since arrival information displayed at the employee's computing device.

Disclosed is a method including presenting an input field on a user interface of a generalized search entity, wherein the generalized search entity processes data using a generalized search engine that indexes and searches both merchant sites and non-merchant sites, receiving user input in the input field and determining whether the user input corresponds to a product in a product database to yield a determination. When the determination indicates that the user input does correspond to the product in the product database, the method includes presenting a purchase-related search result, wherein the purchase-related search result is configured such that when a user interacts with the purchase-related search result and confirms a purchase associated with the purchase-related search result, the generalized search entity initiates a purchasing process for the product.

In some embodiments, systems and methods are provided herein useful to assess or determine available cargo capacity for multiple commercial product delivery vehicles (“delivery vehicles”). In some embodiments, systems are provided to assess delivery vehicles and may include multiple electronic user devices each having a delivery agent interface operating thereon and an association with one or more delivery agents. At least one control circuit is communicatively coupled to the electronic user devices. By one approach, the control circuit may estimate delivery requirements for purchased orders, which includes volume requirements and geometric configurations of purchased orders. The control circuits may evaluate delivery vehicles, utilizing cargo space sensor data, to determine which are suitable for the purchased order by comparing delivery requirements with the available vehicular cargo spaces, and present, to the appropriate electronic user devices, an opportunity to deliver at least a portion of the purchased order to a delivery location.

The disclosed embodiments include systems and methods to process an eyewear order. In one embodiment, the method includes obtaining order information indicative of an order to assemble an eyewear at an eyewear processing facility, where the order is first received at an order origination facility remote from the processing facility. The method also includes determining a status of the order. The method further includes generating an up-to-date invoice of the order if the eyewear is ready for shipping. The method further includes generating an electronic file comprising the order information and the up-to-date invoice of the eyewear.

A payment handling system may operate to handle payments for the cost of a transaction in which one or more devices operate in an offline mode. The payment handling system may allow for merchant devices to make modifications to local versions of an open ticket while in an off-line mode. When a merchant device subsequently enters an online mode, the systems and techniques may operate to reconcile differences between the local versions of the open ticket.

A commerce system includes an EC server connecting to a user terminal and executes E-commerce, a customs clearance authentication server that administers pre-customs clearance information, and an administration server connected to the customs clearance authentication server and the EC server. The administration server receives a registration request including product information regarding a product, transmits the registration request to the customs clearance authentication server, receives pre-customs clearance information regarding the product from the customs clearance authentication server, and notifies the pre-customs clearance information to the EC server. The customs clearance authentication server generates pre-customs clearance information based on product information, in response to a request from the EC server, and transmits generated pre-customs clearance information to the administration server. The EC server transmits the received pre-customs clearance information along with product information to the user terminal, and accepts, from the user terminal, an instruction to circulate the product specified via customs.

A commerce system includes an EC server connecting to a user terminal and executes E-commerce, a customs clearance authentication server that administers pre-customs clearance information, and an administration server connected to the customs clearance authentication server and the EC server. The administration server receives a registration request including product information regarding a product, transmits the registration request to the customs clearance authentication server, receives pre-customs clearance information regarding the product from the customs clearance authentication server, and notifies the pre-customs clearance information to the EC server. The customs clearance authentication server generates pre-customs clearance information based on product information, in response to a request from the EC server, and transmits generated pre-customs clearance information to the administration server. The EC server transmits the received pre-customs clearance information along with product information to the user terminal, and accepts, from the user terminal, an instruction to circulate the product specified via customs.