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.

Date of Patent:
Oct. 29, 2024

Filed:

Mar. 11, 2020
Applicant:

Maplebear, Inc., San Francisco, CA (US);

Inventors:

Sharath Rao Karikurve, San Francisco, CA (US);

Abhay Pawar, San Francisco, CA (US);

Shishir Kumar Prasad, Fremont, CA (US);

Assignee:

Maplebear, Inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/0601 (2023.01); G06N 20/00 (2019.01); G06Q 10/0875 (2023.01); G06Q 20/40 (2012.01); G06Q 30/0204 (2023.01); G06N 7/01 (2023.01);
U.S. Cl.
CPC ...
G06Q 30/0605 (2013.01); G06N 20/00 (2019.01); G06Q 10/0875 (2013.01); G06Q 20/407 (2013.01); G06Q 30/0205 (2013.01); G06Q 30/0623 (2013.01); G06Q 30/0631 (2013.01); G06Q 30/0635 (2013.01); G06Q 30/0639 (2013.01); G06N 7/01 (2023.01);
Abstract

In an online concierge system, a shopper retrieves items specified in an order by a customer from a retail location. The online concierge system optimizes order fulfillment by selecting a retail location for an order that is most time-efficient and that is most likely to have each of the item in the order available. Hence, the online concierge system may select a less convenient retail location that is more likely to have each item being ordered available. To predict whether a retail location incompletely fulfill the order if selected to fulfill the order, the online concierge system trains a machine learning model based on prior orders fulfilled by the retail location, a shopper retrieving items in the order, items in the order, and other features.


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