The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Mar. 17, 2026
Filed:
Jan. 31, 2024
Walmart Apollo, Llc, Bentonville, AR (US);
Aysenur Inan, Mountain View, CA (US);
Shreyas Saiprasad Jadhav, San Francisco, CA (US);
Hongyao Huang, Newark, CA (US);
Hyun Duk Cho, San Francisco, CA (US);
Yokila Arora, San Jose, CA (US);
Sushant Kumar, San Jose, CA (US);
Kannan Achan, Saratoga, CA (US);
Walmart Apollo, LLC, Bentonville, AR (US);
Abstract
Systems and methods of generating personalized interfaces are disclosed. An interface generation request is received and, in response to receiving the interface generation request, a plurality of user-relevant element bundles is selected. The plurality of user-relevant bundles is selected in part by a weighted random sampling process. In response to selecting the plurality of user-relevant element bundles, a set of interface elements associated with each of the plurality of user-relevant element bundles is ranked based on interface element relevance to a user associated with the interface generation request. Instructions to cause generation of an interface including at least one of the plurality of user-relevant element bundles and at least a top-ranked interface element selected from the set of interface elements associated with the at least one of the plurality of user-relevant element bundles are transmitted to a user device.