Prosecution Insights
Last updated: April 19, 2026

Hanley, Flight & Zimmerman, LLC (Nielsen Iq)

10 pending office actions • 1 client

Portfolio Summary

10
Total Pending OAs
7
Final Rejections
3
Non-Final OAs

Client Portfolio (1 client)

Client (Assignee)Pending OAs
Nielsen Consumer LLC 10

Pending Office Actions

App #TitleClientExaminerArt UnitStatusFiled
18680323 METHODS, SYSTEMS, ARTICLES OF MANUFACTURE, AND APPARATUS TO DETERMINE CONFIDENCE METRICS ASSOCIATED WITH TEXT RECOGNITION MODELS AND CLASSIFICATION MODELS Nielsen Consumer LLC MCLEAN, NEIL R 2681 Non-Final OA May 31, 2024
18485028 METHODS, SYSTEMS, ARTICLES OF MANUFACTURE, AND APPARATUS TO ENHANCE MARKET RESEARCH DATA COLLECTION QUALITY Nielsen Consumer LLC BYRD, UCHE SOWANDE 3624 Final Rejection Oct 11, 2023
18482527 METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO DETERMINE PRODUCT CHARACTERISTICS CORRESPONDING TO PURCHASE BEHAVIOR Nielsen Consumer LLC EL-BATHY, MOHAMED N 3624 Final Rejection Oct 06, 2023
18479594 METHODS AND APPARATUS TO ADAPTIVELY COLLECT MARKET RESEARCH DATA Nielsen Consumer LLC KASSIM, HAFIZ A 3623 Final Rejection Oct 02, 2023
18309325 METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO REDUCE LONG-TAIL CATEGORIZATION BIAS Nielsen Consumer LLC MENGISTU, TEWODROS E 2127 Non-Final OA Apr 28, 2023
18156957 METHODS, SYSTEMS, ARTICLES OF MANUFACTURE, AND APPARATUS TO IMPROVE MODELING EFFICIENCY Nielsen Consumer LLC GURSKI, AMANDA KAREN 3625 Final Rejection Jan 19, 2023
17977967 METHODS, SYSTEMS, ARTICLES OF MANUFACTURE, AND APPARATUS TO PROVIDE VISUALIZATIONS OF VOLUME SHIFT ANALYSIS Nielsen Consumer LLC HO, THOMAS Y 3624 Final Rejection Oct 31, 2022
17976058 METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO MANAGE TRAINING FOR MACHINE LEARNING MODELS Nielsen Consumer LLC SHOEMAKER, ERIC JAMES 2664 Final Rejection Oct 28, 2022
17976528 METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS FOR PROVIDING RESPONSES TO QUERIES REGARDING STORE OBSERVATION IMAGES Nielsen Consumer LLC ROBERTS, RACHEL L 2674 Non-Final OA Oct 28, 2022
17836826 METHODS, SYSTEMS, ARTICLES OF MANUFACTURE, AND APPARATUS TO DETERMINE NEW PRODUCT METRICS USING CROSS-CHANNEL ANALYTICS Nielsen Consumer LLC HOLZMACHER, DERICK J 3625 Final Rejection Jun 09, 2022

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