Prosecution Insights
Last updated: October 25, 2026

Walmart Apollo LLC: all pending office actions

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App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19277798 SYSTEMS AND METHODS FOR PRODUCT RETRIEVAL DONAHUE, ZACHARY RYAN 3689 §101§103 Non-Final OA — Pending Jul 23, 2025
19261108 SYSTEMS AND METHODS FOR PERSONALIZED SHOPPING ALLEN, WILLIAM J 3619 §101§103Other Non-Final OA — Pending Jul 07, 2025
19261670 SYSTEMS AND METHODS OF MAPPING AN INTERIOR SPACE OF A PRODUCT STORAGE FACILITY DELIGI, VANESSA LIMA 3627 §101§103Other Non-Final OA — Pending Jul 07, 2025
19250905 SYSTEMS AND METHODS FOR ANALYZING AND LABELING IMAGES IN A RETAIL FACILITY MUTSCHLER, JOSEPH M 3627 §101§103 Non-Final OA — Pending Jun 26, 2025
19229977 SYSTEM AND METHOD FOR COUPLING A USER COMPUTING DEVICE AND A POINT OF SALE DEVICE KRINGEN, MICHELLE THERESE 3689 §101§103Other Non-Final OA — Pending Jun 05, 2025
19215727 IN-SCOPE AND OUT-OF-SCOPE RFID-BASED ITEM MANAGEMENT BURSUM, KIMBERLY SUZANNE 3627 §101§103Other Non-Final OA — Pending May 22, 2025
19088241 SYSTEMS AND METHODS FOR RECOMMENDING INFORMATION ITEMS FOR FULFILLMENT-BASED NATURAL LANGUAGE QUERIES HOANG, HAU HAI 2154 §101 Non-Final OA 10d overdue Pending Mar 24, 2025
19053718 INTERLOCKING MOBILE STORAGE SYSTEM MAI, TRI M 3733 §102§112 Final Rejection — Pending Feb 14, 2025
19051796 CONTEXTUALLY RELEVANT ITEM SELECTION MARI VALCARCEL, FERNANDO MARIANO 2159 §103 Non-Final OA — Pending Feb 12, 2025
19051040 CASE SEQUENCER AND BUFFER SYSTEM HARP, WILLIAM RAY 3653 §112 Non-Final OA — Pending Feb 11, 2025
19042419 SYSTEMS AND METHODS FOR DETERMINING DELIVERY ROUTE PLANS NELSON, FREDA ANN 3628 §101§112 Non-Final OA 56d Pending Jan 31, 2025
19042214 PALLET LABEL CHECK YU, ARIEL J 3627 §101§103 Final Rejection — Pending Jan 31, 2025
19042116 SYSTEMS AND METHODS FOR PROVIDING PRODUCT SEARCH RESULTS LEVINE, ADAM L 3689 §101§102§103 Non-Final OA — Pending Jan 31, 2025
19042466 SPATIAL PARTITIONING OF A CROSS-DOCK TRANSPORTATION NETWORK YESILDAG, LAURA G 3628 §101§103§112 Non-Final OA 9d Pending Jan 31, 2025
19041198 TRANSFORMABLE AVATAR IN DRESSING VISUALIZATION NGUYEN, PHU K 2616 §103 Non-Final OA — Pending Jan 30, 2025
19041743 AUTOMATED 3D ASSET GENERATION FRAMEWORK NGUYEN, DUNE NGOC 2618 §103 Non-Final OA — Pending Jan 30, 2025
19041244 PRODUCT-INCLUSIVE IMAGE ALT TEXT GENERATION LIU, XIAO 2664 §103 Non-Final OA — Pending Jan 30, 2025
19040796 SYSTEMS FOR TARGETED IMAGE SAMPLING ALLEN, KYLA GUAN-PING TI 2661 §112 Non-Final OA — Pending Jan 29, 2025
19039876 QUICK CONNECT CASE FOR AN ELECTRICALLY-POWERED SHELF MODULE HAWN, PATRICK D 3631 §102§103 Non-Final OA — Pending Jan 29, 2025
19040570 POSE CORRECTION FOR ENABLING VIRTUAL-TRY-ON KOROMA, SORIE IBRAHIM 3689 §103 Non-Final OA — Pending Jan 29, 2025
19034036 SYSTEMS AND METHODS FOR PREDICTING FULFILLMENT TIMES AND UPDATING USER REQUESTS RINES, ROBERT D 3625 §103§112 Final Rejection — Pending Jan 22, 2025
19033233 SYSTEMS AND METHODS FOR FULFILLING PRODUCT ORDERS OBAID, FATEH M 3627 §102 Non-Final OA — Pending Jan 21, 2025
19027645 SYSTEMS AND METHODS OF AUTOMATED GENERATION OF THEME-AWARE KEYWORDS FOR AN ITEM LE, THUYKHANH 2655 §101 Non-Final OA — Pending Jan 17, 2025
19029686 SYSTEMS AND METHODS FOR ITEM RECOMMENDATIONS BASED ON IMAGES LADONI, AHOORA 3689 §101§103 Final Rejection — Pending Jan 17, 2025
19025759 SYSTEMS AND METHODS FOR PERSONA-BASED MIXED CROSS ITEM TYPE RECOMMENDATIONS LOHARIKAR, ANAND R 3689 §101§102§103Other Non-Final OA — Pending Jan 16, 2025
19025836 SYSTEMS AND METHODS FOR PRIORITIZING INFORMATION ITEMS FOR THIRD-PARTY PRESENTATION GARG, YOGESH C 3688 §101 Final Rejection — Pending Jan 16, 2025
19026265 DETERMINING SIMILAR ITEMS USING GROUPED IMAGES GILLIARD, DELOMIA L 2661 §102§103 Non-Final OA — Pending Jan 16, 2025
19015882 SYSTEMS AND METHODS FOR CROSS-CATEGORY RECOMMENDATION AND RANKING MITROS, ANNA MAE 3689 §101 Final Rejection — Pending Jan 10, 2025
19014715 SYSTEM AND METHOD FOR GENERATING COHESIVE PRODUCT RECOMMENDATION SETS AND VARIANTS MITROS, ANNA MAE 3689 §101§103 Final Rejection — Pending Jan 09, 2025
19012417 SYSTEMS AND METHODS FOR INFORMATION RECOMMENDATION BASED ON COLLABORATIVE FILTERING LADONI, AHOORA 3689 §101§103 Final Rejection — Pending Jan 07, 2025
18990377 ZERO-FRICTION EXIT EXPERIENCE VIA COMPUTER VISION LIN, JESSICA YIFANG 2668 §102§103 Non-Final OA — Pending Dec 20, 2024
18964112 RE-RANKING QUERY SEARCH RESULTS USING TEMPORAL-BEHAVIORAL AND CONTEXT-AWARE FEATURES ZIMMERMAN, MATTHEW E 3688 §101§103 Non-Final OA — Pending Nov 29, 2024
18964204 MULTI-OBJECT CLUSTER DETECTION VIA UNIFIED COMPUTER VISION MODEL BONANSINGA, AARON TIMOTHY 2673 §101§102§103 Non-Final OA — Pending Nov 29, 2024
18961030 NODE INVENTORY LEVEL BYRD, UCHE SOWANDE 3624 §101§103 Non-Final OA — Pending Nov 26, 2024
18949631 LOCATION BASED REGISTER RULES HAIDER, FAWAAD 3627 §101Other Non-Final OA — Pending Nov 15, 2024
18864488 SYSTEMS AND METHODS OF CONTROLLING RETAIL PRODUCT ALLOCATION AND RETAIL MARKET VARIATIONS BASED ON CUSTOMIZED INSIGHT ULLAH, ARIF 3625 §101§103 Final Rejection 74d overdue Pending Nov 08, 2024
18938211 Systems, Devices, and Methods for Generating Personalized Electronic Documents WARDEN, MICHAEL J 3694 §101§103DP Non-Final OA — Pending Nov 05, 2024
18925395 IMAGE ANNOTATION USING LOCALIZED EMBEDDINGS ZHANG, WAYNE 2672 §103§112 Non-Final OA — Pending Oct 24, 2024
18908525 SYSTEMS AND METHODS FOR GENERATING A CUSTOMIZED GRAPHICAL USER INTERFACE SPOONER, LAMONT M 2657 §103 Final Rejection — Pending Oct 07, 2024
18828898 PERSONALIZED SHIPPING LABELS WITH CUSTOMIZABLE CONTENT TUNGATE, SCOTT MICHAEL 3628 §101 Non-Final OA 28d Pending Sep 09, 2024
18813580 SYSTEMS AND METHODS FOR CONTEXTUAL TARGETING OPTIMIZATION CARROLL, BRITTNEY M 6217 Other Final Rejection 231d overdue Pending Aug 23, 2024
18806310 SYSTEMS AND METHODS OF CUSTOM PRINTING IN CUSTOM PACKAGING FABRICATION GEORGALAS, ANNE MARIE 3689 §103 Final Rejection 19d Pending Aug 15, 2024
18801387 METHOD, SYSTEM, AND DEVICE OF VIRTUAL DRESSING UTILIZING IMAGE PROCESSING, MACHINE LEARNING, AND COMPUTER VISION TSWEI, YU-JANG 2614 §103 Final Rejection 9d Pending Aug 12, 2024
18769020 POWERED TOOTHBRUSH AND BRUSH HEAD ASSEMBLIES THEREFOR MCFARLAND, TYLER JAMES 3723 §102§103§112 Non-Final OA — Pending Jul 10, 2024
18759935 SYSTEMS AND METHODS FOR IDENTIFYING AND USING MICRO-INTENTS HO, THOMAS Y 3624 §101§103 Non-Final OA — Pending Jun 30, 2024
18757090 SYSTEMS AND METHODS FOR INTERACTIVE LIST BUILDING ZIMMERMAN, MATTHEW E 3688 §101§103§112 Final Rejection 63d Pending Jun 27, 2024
18751213 SYSTEMS AND METHODS FOR ALTERING A GRAPHICAL USER INTERFACE BASED ON EXPLORATION OF SEARCH QUERY RANKING HOANG, HAU HAI 2154 §101 Final Rejection — Pending Jun 22, 2024
18737974 SYSTEMS AND METHODS FOR ESTIMATING PERSONAL REPLENISHMENT CYCLES KANG, TIMOTHY J 3689 §101§103 Non-Final OA — Pending Jun 08, 2024
18737175 SYSTEMS AND METHODS FOR UNIFIED PROBLEM RECOVERY OF WORKLOADS WILSON, YOLANDA L 2113 §103 Final Rejection — Pending Jun 07, 2024
18731902 SYSTEMS AND METHODS FOR SPARSE DATA MACHINE LEARNING DUONG, HIEN LUONGVAN 2147 §101§102§103 Non-Final OA — Pending Jun 03, 2024
18674162 SYSTEMS AND METHODS FOR DYNAMIC ADJUSTMENTS USING SUPER ELASTICITY TO, BAOQUOC N 2154 §101§103 Non-Final OA — Pending May 24, 2024
18626502 SYSTEM AND METHOD FOR AUTOMATICALLY GENERATING AND PRESENTING INSIGHT DATA IN FORM OF NATURAL LANGUAGE GONZALES, VINCENT 2124 §102§103§112 Non-Final OA — Pending Apr 04, 2024
18583438 SYSTEMS AND METHODS FOR AUTOMATED PERSON DETECTION AND NOTIFICATION CESE, KENNY A 2663 §103 Final Rejection — Pending Feb 21, 2024
18431771 DEVICES AND METHODS TO GRIP AN OBJECT SIMMONS, SYDNEY JEANINE 3654 §102§103 Non-Final OA — Pending Feb 02, 2024
18428459 SYSTEMS AND METHODS FOR INVENTORY PLACEMENT AND DEMAND ALLOCATION CRAWLEY, TALIA F 3627 §101§103 Non-Final OA — Pending Jan 31, 2024
18428971 SYSTEMS AND METHODS FOR TRAINING A MACHINE LEARNING MODEL TO DETERMINE MISSING TOKENS TO AUGMENT PRODUCT METADATA FOR SEARCH RETRIEVAL LADONI, AHOORA 3689 §101§102§103 Non-Final OA 45d overdue Pending Jan 31, 2024
18428578 SYSTEM AND METHOD FOR CONTROLLING CUSTOMER RETENTION BAHL, SANGEETA 3626 §101 Non-Final OA — Pending Jan 31, 2024
18429184 PRE-ORDER CUSTOMER BIDDING MISIASZEK, MICHAEL 3688 §101 Final Rejection 30d Pending Jan 31, 2024
18429108 SYSTEMS AND METHODS FOR OUTBOUND ORDER OPTIMIZATION FOR DETERMINING A TARGET DELIVERY ANDERSON, FOLASHADE 3623 §101§112 Non-Final OA — Pending Jan 31, 2024
18429128 SYSTEMS AND METHODS FOR SIAMESE WIDE AND DEEP NEURAL NETWORK RANKING BATTINA, RAAJITA 2125 §101§103§112 Non-Final OA — Pending Jan 31, 2024
18427727 SYSTEM AND METHOD FOR CONTROLLING PRODUCT RECOMMENDATIONS KANG, TIMOTHY J 3689 §101 Final Rejection — Pending Jan 30, 2024
18427118 SYSTEM AND METHOD FOR DETERMINING CROSS-POLLINATION PRODUCT RECOMMENDATIONS KANG, TIMOTHY J 3689 §101 Non-Final OA 24d overdue Pending Jan 30, 2024
18427636 SYSTEMS AND METHODS FOR DRIVER PLATFORM ANALYSIS ALSAMIRI, MANAL A. 3628 §101 Final Rejection 55d Pending Jan 30, 2024
18408594 BAND REPLACEMENT TOOL FORDJOUR, SARAH AKYAA 3723 §102§103§112 Final Rejection 5d Pending Jan 10, 2024
18405147 SYSTEMS AND METHODS FOR FORECASTING UNIQUE USER COUNTS FOR ADVERTISING CAMPAIGNS OSMAN BILAL AHMED, AFAF 3622 §101 Final Rejection 45d overdue Pending Jan 05, 2024
18402850 UNIFIED MODEL FOR ACCURATE MULTI-OBJECT DETECTION CHAMPAGNE, LUNA 3627 §103§112 Final Rejection 54d Pending Jan 03, 2024
18400406 SYSTEMS AND METHODS FOR HYBRID HEURISTIC OPTIMIZATION OF LARGE SCALE DISTRIBUTION NETWORKS BYRD, UCHE SOWANDE 3624 §103 Final Rejection — Pending Dec 29, 2023
18392020 RADIOPAQUE INK FORMULATIONS CONTAINING NANOPARTICLES AND USES THEREOF COHEN, STEFANIE J 1732 §103 Non-Final OA — Pending Dec 21, 2023
18390779 SYSTEMS AND METHODS FOR AUTOMATED NETWORK OPTIMIZATION OF LARGE-SCALE DISTRIBUTION NETWORKS BROCKINGTON III, WILLIAM S 3623 §101 Final Rejection — Pending Dec 20, 2023
18506972 MULTICHANNEL IN-CLUB ATTRIBUTION SYSTEM FOR FEATURED ITEMS VIG, NARESH 3622 §101 Final Rejection 9d Pending Nov 10, 2023
18490648 SYSTEM AND METHOD FOR CONTROLLING PRODUCT ALLOCATION IN RESPONSE TO MARKET VARIATIONS ULLAH, ARIF 3625 §101§103 Non-Final OA — Pending Oct 19, 2023
18489249 SYSTEMS AND METHODS FOR IDENTIFYING SUBSTITUTES USING LEARNING-TO-RANK CHOWDHURY, SUMAIR RASHED 4100 §101§102§103 Non-Final OA — Pending Oct 18, 2023
18484365 SYSTEMS AND METHODS FOR ASSOCIATING A USER'S SHOPPING EXPERIENCES ACROSS MULTIPLE CHANNELS MEINECKE DIAZ, SUSANNA M 3625 §101§112 Final Rejection 50d overdue Pending Oct 10, 2023
18377238 AUTOMATIC DETERMINATION OF A SHIPPING SPEED TO DISPLAY FOR AN ITEM MA, LISA 3628 §101§103Other Final Rejection 153d overdue Pending Oct 05, 2023
18476164 SYSTEMS AND METHODS FOR REAL-TIME SUBSTITUTION GOYEA, OLUSEGUN 3627 §101§103 Final Rejection — Pending Sep 27, 2023
18473504 SYSTEMS AND METHODS FOR CLASSIFICATION AND IDENTIFICATION OF NON-COMPLIANT ELEMENTS HALE, BROOKS T 2166 §103 Non-Final OA — Pending Sep 25, 2023
18467990 SYSTEM AND METHOD FOR ITEM-SELLER RECOMMENDATION FOR ASSORTMENT GROWTH ULLAH, ARIF 3625 §101 Non-Final OA 26d Pending Sep 15, 2023
18224719 SYSTEMS AND METHODS FOR ALTERING USER INTERFACES USING PREDICTED USER ACTIVITY TEKLE, DANIEL T 2481 §102§103 Final Rejection — Pending Jul 21, 2023
18220761 SYSTEMS AND METHODS FOR OBJECT MATCHING AND SUBSTITUTION CHEN, ALAN S 2172 §112 Non-Final OA — Pending Jul 11, 2023
18142495 SYSTEM AND METHOD FOR PRODUCT CERTIFICATION MANAGEMENT PHAN, NICHOLAS K 3699 §101 Final Rejection 59d overdue Pending May 02, 2023
18025230 METHODS AND APPARATUSES FOR AUTOMATICALLY PREDICTING FILL RATES RINES, ROBERT D 3625 §112 Final Rejection 72d overdue Pending Mar 08, 2023
18118402 SYSTEM AND METHOD FOR DETERMINING DEMAND SHEDDING EVENTS FOR ENERGY MANAGEMENT LO, KENNETH M 2136 §102§103§112 Final Rejection — Pending Mar 07, 2023
18103559 DEEP LEARNING ENTITY MATCHING SYSTEM USING WEAK SUPERVISION CHUANG, SU-TING 2146 §101§103 Final Rejection 66d overdue Pending Jan 31, 2023
18103229 SYSTEMS AND METHODS FOR ANALYZING AND DISPLAYING ITEM RECOMMENDATIONS DONAHUE, ZACHARY RYAN 3689 §101§103§112 Non-Final OA — Pending Jan 30, 2023
18103283 Systems and Methods for Improving Browse Category Rankings on Electronic Platforms with Large-Scale Databases MITROS, ANNA MAE 3689 §101§103 Non-Final OA 23d overdue Pending Jan 30, 2023
18156632 CONTINUOUS DATA QUALITY ASSESSMENT AND MONITORING FOR BIG DATA CHOY, PAN G 3624 §101 Non-Final OA 160d overdue Pending Jan 19, 2023
18156313 OPEN MOBILE PAYMENT SYSTEMS AND METHODS RACIC, MILENA 3627 §101 Non-Final OA 59d overdue Pending Jan 18, 2023
18153796 SYSTEM AND METHOD FOR RECOMMENDING ITEMS BASED ON ENHANCED USER REPRESENTATIONS PHAM, JESSICA THUY 2121 §103 Non-Final OA — Pending Jan 12, 2023
18088150 SYSTEM AND METHOD FOR AUTOMATICALLY ASSESSING CHANGE REQUESTS KAWSAR, ABDULLAH AL 2100 §101§103 Final Rejection — Pending Dec 23, 2022
18072155 SYSTEM AND METHOD FOR NOISE-RESISTANT COMPLEMENTARY ITEM RECOMMENDATION KANG, TIMOTHY J 3689 §101 Non-Final OA — Pending Nov 30, 2022
17823493 METHODS AND APPARATUS FOR GENERATING CLEAN DATASETS FROM IMPURE DATASETS KNIGHT, LETORIA G 3623 §101 Final Rejection 1d overdue Pending Aug 30, 2022
17813919 METHODS AND APPARATUS FOR KEYWORD SEARCH TERM RECOMMENDATIONS FOR TAXONOMY ENRICHMENT GIBSON-WYNN, KENNEDY ANNA 3688 §101 Non-Final OA 11d overdue Pending Jul 20, 2022
17845819 ALLOCATION OF SPLIT TENDER TRANSACTIONS MALHOTRA, SANJEEV 3691 §101 Final Rejection 5d overdue Pending Jun 21, 2022
17677839 METHODS AND APPARATUS FOR DATA IMPUTATION OF A SPARSE TIME SERIES DATA SET PHAKOUSONH, DARAVANH 2121 §103 Final Rejection — Pending Feb 22, 2022
17647283 METHODS AND APPARATUS FOR PREDICTING A USER CONVERSION EVENT BOYCE, ANDRE D 3623 §101§102§103§112 Final Rejection — Pending Jan 06, 2022
17246179 MACHINE LEARNING BASED METHODS AND APPARATUS FOR AUTOMATICALLY GENERATING ITEM RANKINGS GORNEY, BORIS 2154 §103 Final Rejection 175d overdue Pending Apr 30, 2021
17183766 SYSTEMS AND METHODS FOR PROVIDING PLUG-AND-PLAY FRAMEWORKS FOR TRAINING MODELS USING SEMI-SUPERVISED LEARNING TECHNIQUES DIEP, DUY T 2123 §103 Final Rejection — Pending Feb 24, 2021
15974275 DISTRIBUTED IMAGE-BASED ACQUISITION SYSTEM OSMAN BILAL AHMED, AFAF 3622 §101 Non-Final OA — Pending May 08, 2018

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