Prosecution Insights
Last updated: May 29, 2026

Examiner: AIRAPETIAN, MILA

Tech Center 3600 • Art Units: 3625 3688

This examiner grants 73% of resolved cases

Performance Statistics

72.9%
Allow Rate
+20.9% vs TC avg
1,002
Total Applications
+14.7%
Interview Lift
1041
Avg Prosecution Days
Based on 964 resolved cases, 2023–2026

Rejection Statute Breakdown

31.9%
§101 Eligibility
11.8%
§102 Novelty
52.0%
§103 Obviousness
1.5%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18543273 RECOMMENDATION SYSTEM, RECOMMENDATION METHOD, AND RECORDING MEDIUM Final Rejection NEC Corporation
18765842 SYSTEMS AND METHODS FOR TOKENIZATION, RECORDATION, PAYMENT, SETTLEMENT, INSTRUCTION, RETIREMENT, DATA MANAGEMENT, AND OUTPUT OF INTELLIGENT DATA RELATED TO ASSETS AND ASSET ATTRIBUTES Non-Final OA JPMORGAN CHASE BANK, N.A.
18478268 Merchant Selection Model for Dynamic Management of Add-Ons for Delivery Service Orders Final Rejection Uber Technologies, Inc.
18888607 CUSTOMIZED PAIRING RECOMMENDATIONS BY MACHINE-LEARNING LANGUAGE LEARNING MODELS Non-Final OA Maplebear Inc.
18630672 AUTOMATED IDENTIFICATION OF ITEMS PLACED IN A CART AND RECOMMENDATIONS BASED ON SAME Final Rejection Maplebear Inc.
18919251 OPTIMIZED GRAPHICAL PRESENTATIONS OF FUNDING MECHANISMS Non-Final OA PayPal, Inc.
18781771 SELECTING DOWNLOADABLE PRODUCT DESCRIPTIONS TO DISPLAY Final Rejection PayPal, Inc.
18295104 DETERMINING AND PRESENTING ATTRIBUTES FOR SEARCH Final Rejection ADOBE INC.
17859833 VIRTUAL RECOMMENDATION SYSTEM Final Rejection Inter IKEA Systems B.V.
18566059 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAM Final Rejection ZOZO, Inc.
18805997 SYSTEMS AND METHODS FOR RECOMMENDING A PRODUCT BASED ON AN IMAGE OF A SCENE Final Rejection SHOPIFY INC.
18845767 SYSTEM, PROGRAM IN USER TERMINAL, AND SERVER Non-Final OA WALKLOG CO., LTD.
18817706 APPARATUS TO PROVIDE LIQUID FUNDS IN THE ONLINE AUCTION ENVIRONMENT Non-Final OA American Express Kabbage Inc.
18589085 APPARATUS TO PROVIDE LIQUID FUNDS IN THE ONLINE AUCTION ENVIRONMENT Final Rejection American Express Kabbage, Inc.
18759929 APPLICATION RECOMMENDATIONS BASED ON OFFLINE DATA TRANSACTIONS Final Rejection Motorola Mobility LLC
18774761 ANONYMOUS LEGAL CASE INFORMATION EXCHANGE AND BIDDING PLATFORM Non-Final OA MOHARRAM VENTURES, S.A. DE C.V.
18671634 AUCTION SYSTEM AND PLATFORM Final Rejection Iconically, Inc.
18656430 VISUAL DISPLAY OF DATA FOR AUCTION Non-Final OA Regional Market Makers, Inc.
18588612 TECHNIQUES FOR GENERATING PRODUCT RECOMMENDATIONS USING MACHINE LEARNING AND IMAGE ANALYSES Final Rejection StyleRiser Inc.
18225582 SYSTEM AND METHOD FOR DISPLAYING AND INTERACTING WITH ARTWORK Non-Final OA MSRA LLC
17396047 VOICE COMMERCE Non-Final OA VB Assets, LLC

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