Prosecution Insights
Last updated: May 29, 2026

Examiner: KRINGEN, MICHELLE THERESE

Tech Center 3600 • Art Units: 3625 3684 3688 3689

This examiner grants 56% of resolved cases

Performance Statistics

55.7%
Allow Rate
+3.7% vs TC avg
355
Total Applications
+38.7%
Interview Lift
1234
Avg Prosecution Days
Based on 334 resolved cases, 2023–2026

Rejection Statute Breakdown

11.2%
§101 Eligibility
2.6%
§102 Novelty
82.0%
§103 Obviousness
2.5%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18742432 Systems and Methods for Detection of Navigation to Physical Venue and Suggestion of Alternative Actions Non-Final OA Google LLC
18897318 SYSTEM AND INFORMATION PROCESSING DEVICE Non-Final OA TOYOTA JIDOSHA KABUSHIKI KAISHA
18441843 MACHINE LEARNING MODEL FOR PREDICTING TRAVEL FOR RECOMMENDING CONTENT TO A USER OF AN ONLINE SYSTEM Final Rejection Maplebear Inc.
18490683 GENERATING A CONSTRAINED ORDER BASED ON A FREE-TEXT QUERY USING A LARGE LANGUAGE MODEL Non-Final OA Maplebear Inc.
18238222 SYSTEM, APPARATUS AND METHOD FOR PREDICTIVE BUNDLING OF INDUSTRIAL ITEMS Non-Final OA Berry Global, Inc.
18830281 FOOD DELIVERY OPTIMIZATION Non-Final OA DoorDash, Inc.
18742801 SYSTEM FOR RECOMMENDING ITEMS AND ITEM DESIGNS BASED ON AI GENERATED IMAGES Non-Final OA Target Brands, Inc.
18828687 FLEXIBLE LINKED OBJECT SYSTEM USING MACHINE LEARNING TECHNIQUES Non-Final OA Loop Commerce, Inc.
18627674 SYSTEM AND METHOD OF MATCHING BUYERS AND SUPPLIERS Non-Final OA Matium, Inc.
17804803 DETERMINING A FRAUD ABATEMENT APPROACH FOR A POTENTIALLY FRAUDULENT EXCHANGE ITEM Final Rejection Raise Marketplace, LLC
18192692 SYSTEM AND METHOD FOR RECOMMENDING A RECIPE IN A MANUFACTURING PROCESS Non-Final OA TVARIT GMBH
17928661 SYSTEM FOR CONSTRUCTING DIGITAL CLOSET AND METHOD OF CONSTRUCTING DIGITAL CLOSET Non-Final OA LOOKO INC.

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