Prosecution Insights
Last updated: August 17, 2026

Examiner: UBALE, GAUTAM

Tech Center 4100 • Art Units: 3621 3682 3689 4100 4167

This examiner grants 54% of resolved cases

Performance Statistics

54.1%
Allow Rate
-5.9% vs TC avg
280
Total Applications
+47.5%
Interview Lift
1371
Avg Prosecution Days
Based on 257 resolved cases, 2023–2026

Rejection Statute Breakdown

40.2%
§101 Eligibility
5.1%
§102 Novelty
33.7%
§103 Obviousness
17.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
19171326 METHOD AND SYSTEM FOR PRODUCT RECOMMENDATION BASED ON EXAMPLE PRODUCTS AND TEXT INPUT Non-Final OA LG MANAGEMENT DEVELOPMENT INSTITUTE CO., LTD.
18817719 SYSTEM AND METHOD FOR GENERATING A PRODUCT RECOMMENDATION IN A VIRTUAL TRY-ON SESSION Final Rejection Adeia Guides Inc.
18943691 INTEGRATING FEATURED PRODUCT RECOMMENDATIONS IN APPLICATIONS WITH MACHINE-LEARNED LARGE LANGUAGE MODELS (LLMS) Final Rejection Maplebear Inc.
19026776 SIZE COMPARISON SYSTEMS AND METHODS INCLUDING ONLINE COMMERCE EXAMPLES UTILIZING SAME Non-Final OA MICRON TECHNOLOGY, INC.
18820389 CONTEXTUALIZATION AND VALIDATION OF PRODUCT VALUE Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION

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