Prosecution Insights
Last updated: April 19, 2026

Examiner: GIBSON-WYNN, KENNEDY ANNA

Tech Center 3600 • Art Units: 3625 3688

This examiner grants 50% of resolved cases

Performance Statistics

50.3%
Allow Rate
-1.7% vs TC avg
187
Total Applications
+40.0%
Interview Lift
1047
Avg Prosecution Days
Based on 155 resolved cases, 2023–2026

Rejection Statute Breakdown

41.3%
§101 Eligibility
8.2%
§102 Novelty
29.5%
§103 Obviousness
12.8%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17552557 ELECTRONIC APPARATUS AND CONTROL METHOD THEREFOR Non-Final OA SAMSUNG ELECTRONICS CO., LTD.
18212448 SYSTEMS AND METHODS FOR AUTOMATICALLY RECOMMENDING AN ITEM TO A CUSTOMER WHILE SHOPPING AT A RETAIL STORE Final Rejection Walmart Apollo, LLC
17813919 METHODS AND APPARATUS FOR KEYWORD SEARCH TERM RECOMMENDATIONS FOR TAXONOMY ENRICHMENT Final Rejection Walmart Apollo, LLC
18425626 SYSTEMS AND METHODS FOR ANALYZING IMAGING OBTAINED FROM BACKGROUND ACCESS TO A CAMERA Non-Final OA Capital One Services, LLC
17993069 VEHICLE RECOMMENDATION SYSTEM AND VEHICLE RECOMMENDATION METHOD Non-Final OA KIA CORPORATION
18760578 MULTI-STEP LANGUAGE MODEL ENSEMBLE METHOD FOR ITEM ATTRIBUTE EXTRACTION Non-Final OA Maplebear Inc.
18862327 INFORMATION DISPLAY METHOD AND APPARATUS, DEVICE AND MEDIUM Non-Final OA Beijing Youzhuju Network Technology Co., Ltd.
18613331 PRODUCT RECOMMENDATION METHOD, TERMINAL DEVICE, AND PRODUCT RECOMMENDATION SYSTEM Non-Final OA CASIO COMPUTER CO., LTD.
18934168 FENCING BROKERING ARRANGEMENT AND METHOD Non-Final OA Ceddy Pty Ltd
18648949 SYSTEMS AND METHODS FOR PROVIDING PRODUCT IMAGE RECOMMENDATIONS Non-Final OA SHOPIFY INC.
17930217 DYNAMIC GENERATION OF A VIRTUAL ENVIRONMENT BASED ON USER-SPECIFIC CRITERIA Final Rejection Shopify Inc.
18312039 SYSTEMS AND METHODS FOR DYNAMICALLY DEFINABLE GIFT OBJECTS Final Rejection Loop Commerce, Inc.
18804783 METHODS FOR PET WELLNESS PLATFORM Non-Final OA HABI, INC.
18744123 METHODS AND DEVICES FOR SPECTACLE FRAME SELECTION Non-Final OA Carl Zeiss Vision International GmbH

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