Prosecution Insights
Last updated: May 29, 2026

Examiner: WEINER, ARIELLE E

Tech Center 3600 • Art Units: 3629 3684 3689

This examiner grants 43% of resolved cases

Performance Statistics

43.3%
Allow Rate
-8.7% vs TC avg
273
Total Applications
+53.0%
Interview Lift
1169
Avg Prosecution Days
Based on 233 resolved cases, 2023–2026

Rejection Statute Breakdown

8.1%
§101 Eligibility
3.6%
§102 Novelty
83.5%
§103 Obviousness
2.6%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18428989 SYSTEMS AND METHODS FOR ITEM RECOMMENDATIONS BASED ON DUAL MODELS Non-Final OA Walmart Apollo, LLC
17974252 METHOD AND SYSTEM FOR PERFORMING CAPACITY PLANNING USING REINFORCEMENT LEARNING Non-Final OA Dell Products L.P.
18770620 COMPUTER-IMPLEMENTED METHODS AND SYSTEM FOR CUSTOMIZED INTERACTIVE IMAGE COLLECTION BASED ON CUSTOMER DATA Final Rejection Block, Inc.
18935005 System and Method for Managing Multiple Transactional Workflows Non-Final OA The Toronto-Dominion Bank
18467503 ORDER PROCESSING SYSTEM, ORDER PROCESSING METHOD, AND ORDER RECEPTION TERMINAL Final Rejection Rakuten Group, Inc.
18634757 MACHINE LEARNED MODEL FOR DETERMINING SEGMENTING OPTIONS TO FULFILL BULK ORDERS Final Rejection Maplebear Inc.
18634766 MODEL TRAINED TO MAP TEXTUAL DATA FROM SCANNED RECEIPTS TO ITEMS FROM AN ORDER Final Rejection Maplebear Inc.
18542239 SUGGESTING REPLACEMENT ITEMS BY INFERRING INTENT OF A USER OF AN ONLINE SYSTEM USING A TRAINED MODEL Final Rejection Maplebear Inc.
18532978 PREDICTING AVAILABILITIES OF ITEMS AT LOCATIONS BASED ON AVAILABILITY FLUCTUATIONS AT DIFFERENT TIMES OF DAY Final Rejection Maplebear Inc.
18466615 INFORMATION PROCESSING APPARATUS AND ORDER MANAGEMENT SYSTEM Non-Final OA Toshiba Tec Kabushiki Kaisha
18776770 SYSTEM FOR PROVIDING AN INTERFACE TO ELECTRIC VEHICLE CHARGING STATIONS Non-Final OA Plugshare, LLC
18958555 METHODS, SYSTEMS, AND NON-TRANSITORY COMPUTER READABLE MEDIUMS FOR PRODUCT CATALOG MAPPING AND INTEGRATION ACROSS DISTRIBUTED SYSTEMS AND INTERFACES, DYNAMIC DETERMINATION AND PRESENTATION OF CUSTOMIZED SERVICE OFFERS AND LIFECYCLE MANAGEMENT OF SERVICES Non-Final OA Extend, Inc.
18396261 PAYMENT METHODS AND APPARATUSES, ELECTRONIC DEVICES, AND READABLE MEDIA Non-Final OA Alipay.com Co., Ltd.
18439001 RECIPE-BASED SHOPPING LIST SERVICE METHOD AND SYSTEM Final Rejection NCR Voyix Corporation
18343572 METHOD, SERVER, AND USER TERMINAL FOR PROVIDING GIFT INFORMATION Final Rejection KAKAO CORP.
18696739 SETTLEMENT SYSTEM AND SETTLEMENT METHOD Non-Final OA avatarin Inc.
17958641 INTEGRATION OF FINANCING INTO A CUSTOMER SELF-CHECKOUT INVOLVING SCANNING PRODUCTS WITH A USER DEVICE Non-Final OA Affirm, Inc.
18411630 Methods, Systems, and Electronic Devices for Monitoring User Interaction Events in Electronic Shopping Interactive Computing Environs Non-Final OA Motorola Mobility LLC
18389959 EVENT-DRIVEN SUBSCRIPTION ORDER MODIFICATION Final Rejection Motorola Mobility LLC
18780139 RETAILER LINKED DIALOGUES: CHATTING, CARTING, AND CARING Non-Final OA YE Ventures, LLC
18226928 Method, System, and Computer Program Product for Conducting Real-Time Auction Events Based on a Countdown Timer Final Rejection MAC Discount, LLC
18129464 PREDICTIVE PICKING OF ITEMS FOR PREPOPULATING A SHOPPING CART FOR A SHOPPER Non-Final OA Maplebear Inc. (dba Instacart)
18113874 DETERMINING ITEM DESIRABILITY TO USERS BASED ON ITEM ATTRIBUTES AND ITEM EXPIRATION DATE Final Rejection Maplebear Inc. (dba Instacart)
17478411 RANKING SUGGESTIONS FOR COMPLETING A SEARCH QUERY BASED ON LIKELIHOOD OF A USER INCLUDING ITEMS CORRESPONDING TO THE SUGGESTIONS IN AN ORDER Final Rejection Maplebear Inc. (dba Instacart)

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