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:
Apr. 01, 2025
Filed:
Aug. 31, 2023
Maplebear Inc., San Francisco, CA (US);
Shuo Feng, Issaquah, WA (US);
Chia-Eng Chang, Campbell, CA (US);
Aoshi Li, Toronto, CA;
Pak Hong Wong, Vancouver, CA;
Leo Kwan, Flushing, NY (US);
Mengyu Zhang, Chestnut Hill, MA (US);
Van Nguyen, Brooklyn, NY (US);
Aman Jain, Barrie, CA;
Ziwei Shi, San Francisco, CA (US);
Ajay Pankaj Sampat, San Francisco, CA (US);
Rucheng Xiao, Chicago, IL (US);
Maplebear Inc., San Francisco, CA (US);
Abstract
An online system receives information describing an order placed by a user of the online system and a set of contextual features associated with servicing the order. The online system also retrieves a set of user features associated with the user. The online system accesses a machine learning model trained to predict a tip amount the user is likely to provide for servicing the order and applies the machine learning model to a set of inputs, in which the set of inputs includes the information describing the order, the set of user features, and the set of contextual features. The online system then determines a suggested tip amount for servicing the order based on the predicted tip amount.