Amazon Technologies, Inc.

Martin Cortez

Wesley Scott Lauka

Andrew Olcott

Philip Pinette

Henry Vogler

Phuong-Thao Nguyen

Systems and methods are described for providing an item acquisition modeling service. An item acquisition modeling service may determine the expected amount of time required to acquire a set of items from a distribution center. The item acquisition modeling service may estimate travel times and acquisition times for individual items in the set, using a machine learning model that is trained on previous acquisitions of items, and may aggregate individual item estimates to generate a time estimate for the set of items. The item acquisition modeling service may generate and display user interfaces that indicate the elapsed time and remaining time relative to the estimated time, and may indicate whether items are being acquired more quickly or more slowly than the estimate. The item acquisition modeling service may further display target or goal acquisition times, and may indicate whether items are being acquired at a rate that achieves the goal.

Interface for item acquisition

Systems and methods are provided herein for providing item information via a network page of an electronic marketplace. A set of items associated with a potential order of an electronic marketplace may be obtained. The set of items may be associated with a threshold condition that must be met prior to enabling completion of the potential order. Item information associated with the set of items, electronic representations of a portion of a plurality of related items, and a remainder value may be displayed on a network page provided by a mobile device. The remainder value may indicate a difference between a current state of the set of items and the threshold condition. A request to associate a related item of the plurality of related items with the potential order may be received. The set of items may be updated and the remainder value may be modified based on the update.

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Seattle, WA, United States of America

Martin Cortez