Prosecution Insights
Last updated: May 29, 2026

Examiner: GIBSON-WYNN, KENNEDY ANNA

Tech Center 3600 • Art Units: 3625 3688

This examiner grants 51% of resolved cases

Performance Statistics

50.6%
Allow Rate
-1.4% vs TC avg
188
Total Applications
+40.4%
Interview Lift
1073
Avg Prosecution Days
Based on 158 resolved cases, 2023–2026

Rejection Statute Breakdown

28.4%
§101 Eligibility
3.1%
§102 Novelty
64.7%
§103 Obviousness
2.7%
§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
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.
17993069 VEHICLE RECOMMENDATION SYSTEM AND VEHICLE RECOMMENDATION METHOD Non-Final OA KIA CORPORATION
18079204 PLACING ORDERS FOR A SUBJECT INCLUDED IN A MULTIMEDIA SEGMENT Final Rejection ROKU, INC.
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.
18744123 METHODS AND DEVICES FOR SPECTACLE FRAME SELECTION Non-Final OA Carl Zeiss Vision International GmbH
18335939 SYSTEMS AND METHODS HANDLING MOBILE TECHNOLOGY COMMUNICATIONS Final Rejection Qatchco Inc.

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