USPTO Art Unit 3689 Prosecution Statistics

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19358261DYNAMIC PROMOTIONAL LAYOUT MANAGEMENT AND DISTRIBUTION RULESOctober 2025February 2026Allow410NoNo
19233833SYSTEM AND METHOD FOR ORDER FULFILLMENTJune 2025February 2026Allow810YesNo
19183602SHELF DEVICE WITH A MOVABLE CAMERA FOR PRODUCT CAPTURE, UNMANNED SALES SYSTEM, AND SALES MANAGEMENT SYSTEM FOR UNMANNED STORESApril 2025October 2025Allow610YesNo
19040746DYNAMIC PROMOTIONAL LAYOUT MANAGEMENT AND DISTRIBUTION RULESJanuary 2025July 2025Allow501YesNo
19040728DYNAMIC PROMOTIONAL LAYOUT MANAGEMENT AND DISTRIBUTION RULESJanuary 2025May 2025Allow300YesNo
19017309"LIVE-STREAMING" WAREHOUSE MANAGEMENT SYSTEM BASED ON ULTRA-HIGH FREQUENCY (UHF) RFID TECHNOLOGYJanuary 2025April 2025Allow300YesNo
190115843D BUILDING MODEL MATERIALS AUTO-POPULATORJanuary 2025November 2025Allow1020YesNo
18959325TRANSACTION FLOW WITH MASTER ACCOUNT LEDGER AND ESCROW LEDGER INTERACTIONNovember 2024March 2025Allow410NoNo
18959306TRANSACTION FLOW WITH MASTER ACCOUNT LEDGER AND ESCROW LEDGER INTERACTIONNovember 2024March 2025Allow410NoNo
18939666SYSTEM AND METHOD FOR USING ARTIFICIAL INTELLIGENCE AND ONBOARD DIAGNOSTICS TO IDENTIFY USABLE SALVAGE AUTO PARTS AND TO OPTIMIZE AUTOMOTIVE PARTS DISTRIBUTIONNovember 2024January 2026Abandon1521YesNo
18905659Roadside Assistance System and MethodOctober 2024March 2026Abandon1720NoNo
18755199SERVER PROVIDING INFORMATION ON E-COMMERCE PLATFORM TO USERS AND METHOD OF OPERATING SERVERJune 2024March 2026Abandon2030NoNo
18742214PREDICTING AND MAKING PAYMENTS VIA PREFERRED PAYMENT METHODSJune 2024June 2025Allow1220YesNo
18676962SYSTEMS AND METHODS FOR USER PLATFORM BASED RECOMMENDATIONSMay 2024February 2025Allow810NoNo
18670527CONSUMER PURCHASING AND INVENTORY CONTROL ASSISTANT APPARATUS, SYSTEM AND METHODSMay 2024October 2025Allow1710YesNo
18654594SYSTEMS AND METHODS FOR AUTOMATICALLY GENERATING A WEBSITE AND SUGGESTING A RELATED INSURANCE PRODUCT USING GENERATIVE ARTIFICIAL INTELLIGENCEMay 2024February 2026Allow2110NoNo
18651158SYSTEM AND METHOD FOR CUSTOMIZING PHOTO PRODUCT DESIGNS WITH MINIMAL AND INTUITIVE USER INPUTSApril 2024July 2025Allow1511NoNo
18642436SYSTEMS AND METHODS FOR RECOMMENDATION GENERATIONApril 2024October 2025Allow1820YesNo
18639869SYSTEM AND METHOD FOR GENERATING PRODUCT SPECIFIC QUESTIONSApril 2024March 2026Abandon2310NoNo
18639858SYSTEM AND METHOD FOR DYNAMIC SWITCHING BETWEEN SEARCH AND CHATApril 2024March 2026Abandon2310NoNo
18618240SOCIAL NETWORK-BASED INVENTORY MANAGEMENTMarch 2024February 2025Allow1110YesNo
18617212DYNAMIC CREATION OF NETWORKSMarch 2024February 2025Allow1110NoNo
18616180TRANSACTION FLOW WITH MASTER ACCOUNT LEDGER AND ESCROW LEDGERMarch 2024November 2024Allow710YesNo
18616359SYSTEMS AND METHODS FOR DIGITAL OR CRYPTOGRAPHIC MEDIA, ASSETS, OR TOKENS LINKED TO PHYSICAL OBJECTS, SERVICES, OR PRIVILEGES IN THE REAL-WORLDMarch 2024October 2024Allow720NoNo
18615612Method, User Computing Device, and Computer-Readable Non-Transitory Medium for Embedded One-Click CheckoutMarch 2024January 2026Allow2110YesNo
18612743FACTORING SYSTEM AND METHODMarch 2024March 2026Abandon2410NoNo
18597062LABOR MARKETPLACE EXCHANGE COMPUTING SYSTEMS AND METHODSMarch 2024December 2025Allow2210NoNo
18592844USER INTERFACE FOR IMAGE-BASED RENDERING OF VIRTUAL TOURSMarch 2024December 2024Allow1010NoNo
18592278Computing Devices, Computer Program Products, and Methods for Efficient Rendering Pipeline for Makeup Including VTO UI Option Configuration/Selection and LooksFebruary 2024January 2026Allow2210YesNo
18585233E-COMMERCE INTELLIGENT DISTRIBUTION SYSTEMFebruary 2024February 2026Abandon2410NoNo
18437052METHODS AND SYSTEMS FOR REDUCING ITEM SELECTION ERROR IN AN E-COMMERCE ENVIRONMENTFebruary 2024September 2025Allow1940YesNo
18436417METHODS AND SYSTEMS FOR ADAPTIVE COLLABORATIVE MATCHINGFebruary 2024November 2025Allow2120YesNo
18436016PERSONALIZED ONE-OF-A-KIND GREETING CARDS WITH CUSTOM SUPERIMPOSED PHOTO IMAGES ONTO ARTWORK WITH APPLIQUES, MUSIC, SOUND, LIGHTS, MOVEMENT AND POP-UP DESIGNSFebruary 2024March 2026Abandon2510NoNo
18430186CACHING SCHEME FOR REAL-TIME DELIVERY OF OPTIMAL VEHICLE DATAFebruary 2024April 2025Abandon1410NoNo
18429245System and Method for Recommending Resale Alternatives for Retail ItemsJanuary 2024January 2025Allow1221YesNo
18420594QUERY REFORMULATIONS FOR AN ITEM GRAPHJanuary 2024February 2025Allow1210NoNo
18418243GARMENT LIFE CYCLE TRACKING SYSTEM AND METHODJanuary 2024March 2025Allow1410NoNo
18412273SYSTEM AND METHOD FOR COUPLING A USER COMPUTING DEVICE AND A POINT OF SALE DEVICEJanuary 2024March 2025Allow1410NoNo
18405924SYSTEM AND METHOD FOR INTEGRATING INTERMEDIARY AND END-USER ONLINE RETAIL EXPERIENCESJanuary 2024April 2025Abandon1510NoNo
18405623Generating Recommendations Based on Descriptors in a Multi-Dimensional Search SpaceJanuary 2024January 2026Allow2430YesNo
18402199Method and System for Choosing Prosthetics Through Cross-Reference of DatabasesJanuary 2024February 2026Abandon2510NoNo
18401331SYSTEM AND METHOD FOR EXPEDITING DUAL-COMMERCE FULFILLMENTS OF ONLINE ORDERED DELIVERABLES BY DESIGNATED EXPEDITED-SERVICE AREA PICKUPS OF AT LEAST ONE NETWORKED RESTAURANT AVAILABLE ON THE SAME DAY OF THE ORDER OR IN SEQUENCED LIMITED-TIME PERIODS AND BY DELIVERY TO SPECIFIC LOCATIONSDecember 2023December 2025Abandon2330YesNo
18399452PIVOT GROUP GENERATION FOR SEARCH AND RECOMMENDATION SYSTEMSDecember 2023February 2026Allow2611YesNo
18397681AUTOMATIC ITEM GROUPING AND PERSONALIZED DEPARTMENT LAYOUT SYSTEM AND METHOD FOR REORDER RECOMMENDATIONSDecember 2023October 2025Allow2230YesNo
18394192ORDER MANAGEMENT SYSTEMS AND METHODSDecember 2023June 2025Allow1720YesNo
18393431METHODS FOR SAFE DELIVERY OF A PACKAGEDecember 2023October 2025Allow2221YesNo
18545466ARTIFICIAL INTELLIGENCE SYSTEM FOR GRANULAR DIGITAL IDENTITY SELECTIONDecember 2023February 2026Allow2610YesNo
18389658SYSTEM AND METHOD FOR EXPEDITING DUAL-COMMERCE FULFILLMENTS OF ONLINE ORDERED DELIVERABLES BY DESIGNATED EXPEDITED-SERVICE AREA PICKUPS OF AT LEAST ONE NETWORKED SUPERMARKET AVAILABLE IN SEQUENCED LIMITED-TIME PERIODS AND BY DELIVERY TO SPECIFIC LOCATIONSDecember 2023July 2024Allow710NoNo
18544005METHOD, APPARATUS, DEVICE AND MEDIUM FOR PROCESSING ITEM RECOMMENDATIONDecember 2023August 2025Allow1930YesNo
18541215METHODS FOR HOSTING LOCAL TRANSACTIONS BETWEEN SENDERS AND RECIPIENTSDecember 2023January 2026Abandon2520NoNo
18538376SYSTEMS AND METHODS OF SHARING AN AUGMENTED ENVIRONMENT WITH A COMPANIONDecember 2023January 2025Allow1410NoNo
18529009DYNAMIC USER-ORIENTED VEHICLE SALES OPTIMIZATION METHODS AND SYSTEMSDecember 2023January 2026Abandon2510NoNo
18566005APPARATUS AND METHOD FOR SUGGESTING USER-RELEVANT DIGITAL CONTENT USING EDGE COMPUTINGNovember 2023December 2025Abandon2510NoNo
18522256ARTIFICIAL INTELLIGENCE QUOTATION SYSTEMNovember 2023February 2026Abandon2610NoNo
18522219LOCATION-BASED DATA TRACKING FOR DYNAMIC DATA PRESENTATION ON MOBILE DEVICESNovember 2023September 2025Allow2210YesNo
18518541SYSTEMS AND METHODS FOR PROVIDING PRODUCT RECOMMENDATIONSNovember 2023October 2024Allow1010NoNo
18510094RENDERING 3D MODEL DATA FOR PRIORITIZED PLACEMENT OF 3D MODELS IN A 3D VIRTUAL ENVIRONMENTNovember 2023February 2026Allow2720NoNo
18509157PROVIDING INFORMATION FOR LOCATING AN ITEM WITHIN A WAREHOUSE FROM A SHOPPER TO OTHER SHOPPERS RETRIEVING THE ITEM FROM THE WAREHOUSENovember 2023May 2025Allow1810YesNo
18387074DYNAMIC CUSTOMER CHECKOUT EXPERIENCE WITHIN AN AUTOMATED SHOPPING ENVIRONMENTNovember 2023March 2025Abandon1610NoNo
18503055METHODS AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM FOR SHOWING AVAILABILITY OF ORDERS FOR CONCIERGE SHOPPING SERVICENovember 2023September 2024Allow1110YesNo
18498028LOCATION-BASED SHOPPING LIST APPLICATIONOctober 2023December 2025Abandon2510NoNo
18491982SEARCH RESULT PAGE TRANSMISSION DEVICE, SEARCH RESULT PAGE TRANSMISSION METHOD, AND SEARCH RESULT PAGE TRANSMISSION PROGRAMOctober 2023January 2026Allow2720YesNo
18490799SYSTEM FOR PROVIDING PHOTOGRAPHY SERVICE AND OPERATION METHOD THEREOFOctober 2023March 2026Allow2910NoNo
18555746A SYSTEM AND METHOD FOR DETECTING THE DUPLICATE PRODUCT ON THE E-COMMERCE PLATFORMSOctober 2023December 2025Allow2610NoNo
18487932AUTOMATED PRODUCT OFFERINGOctober 2023December 2024Allow1410YesNo
18378477APPARATUS AND METHOD FOR RECOMMENDING CUSTOMIZED COSMETICS BASED ON ARTIFICIAL INTELLIGENCEOctober 2023January 2026Abandon2710NoNo
18374315SYSTEM AND METHOD FOR QUESTION ANSWERINGSeptember 2023September 2025Allow2300NoNo
18373414SYSTEM AND METHOD FOR SOCIAL MEDIA BASED WILL CREATIONSeptember 2023June 2024Abandon810YesNo
18473978IDENTIFYING CANDIDATE REPLACEMENT ITEMS FROM A GRAPH IDENTIFYING RELATIONSHIPS BETWEEN ITEMS MAINTAINED BY AN ONLINE CONCIERGE SYSTEMSeptember 2023May 2025Allow1910YesNo
18371870SYSTEMS AND METHODS OF PRODUCT IDENTIFICATION WITHIN AN IMAGESeptember 2023February 2026Allow2910YesNo
18551064PURCHASING ASSISTANCE DEVICE, PURCHASING ASSISTANCE METHOD, AND RECORDING MEDIUMSeptember 2023February 2026Abandon2810NoNo
18469240SYSTEMS AND METHODS FOR ESTABLISHING MESSAGE ROUTING PATHS THROUGH A COMPUTER NETWORKSeptember 2023October 2025Allow2520YesNo
18550636SYSTEM, METHOD AND INTERFACE FOR GENERATING OR MODIFYING GARMENT PATTERNSSeptember 2023December 2025Abandon2710NoNo
18466945FULFILLMENT CENTER AND RETAIL STORE FULFILLMENT OF RETAIL ORDERSSeptember 2023May 2025Abandon2020YesNo
18466939COLLABORATIVE ITEM LIST DISTROBUTION SYSTEM, METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUMSeptember 2023August 2024Allow1110YesNo
18465507VISUALIZATION OF SPENDING DATA IN AN ALTERED REALITYSeptember 2023June 2025Allow2110YesNo
18244901GENERATION AND MANAGEMENT OF DATA QUALITY SCORES USING MULTIMODAL MACHINE LEARNINGSeptember 2023January 2026Abandon2910NoNo
18460640IMPACT RETAIL HUBSeptember 2023December 2024Abandon1610NoNo
18458807RECOMMENDING FASHION ITEM FIT STYLE USING LANDMARKSAugust 2023January 2026Allow2910NoNo
18239253Adaptive Timing Prediction For Updating InformationAugust 2023March 2026Allow3130YesNo
18455727SYSTEM, METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM FOR INSERTING CODE INTO A DOCUMENT OBJECT MODEL OF A GRAPHICAL USER INTERFACE (GUI) FOR UNIFIED PRESENTATION OF DATAAugust 2023October 2025Allow2630YesNo
18454346SYSTEM AND METHOD FOR PERISHABLE PRODUCT MONITORING ALONG A SUPPLY CHAINAugust 2023May 2024Allow900YesNo
18235511INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING SYSTEMAugust 2023April 2024Allow810NoNo
18450623SYSTEMS AND METHODS FOR PROVIDING A USER INTERFACE FOR AN ELECTRONIC TRANSACTIONS PLATFORMAugust 2023November 2025Abandon2710NoNo
18448210COMPONENT CONNECT FACILITY FOR TESTING CONNECTION OF A CONNECTOR TO A PRODUCTAugust 2023December 2025Abandon2810NoNo
18447248SYSTEM AND METHOD FOR PROVIDING COMMERCIAL FUNCTIONALITY FROM A PRODUCT DATA SHEETAugust 2023October 2024Allow1410YesNo
18231145Real-Time Visual Quoting SystemAugust 2023January 2026Abandon2910NoNo
18229906Gifting ApplicationAugust 2023August 2024Allow1210NoNo
18229832METHOD AND SYSTEM FOR GUIDANCE OF ARTIFICIAL INTELLIGENCE AND HUMAN AGENT TEAMINGAugust 2023September 2024Abandon1410NoNo
18230154COMPUTER-IMPLEMENTED WAREHOUSING PRODUCT TRADING METHOD AND SYSTEMAugust 2023December 2025Abandon2910NoNo
18225584NON-FUNGIBLE TOKEN MANAGEMENT SYSTEMS AND METHODS FOR AN ENTERTAINMENT VENUEJuly 2023September 2025Allow2610NoNo
18273758PURCHASING FACTOR ESTIMATION DEVICE, PURCHASING FACTOR ESTIMATION SYSTEM, PURCHASING FACTOR ESTIMATION METHOD, AND STORAGE MEDIUM ON WHICH PURCHASING FACTOR ESTIMATION PROGRAM IS STOREDJuly 2023December 2025Abandon2810YesNo
18356474Method for Online Ordering Using Conversational InterfaceJuly 2023April 2025Allow2120NoNo
18224976VEHICLE DESIGN SYSTEMJuly 2023December 2025Abandon2910NoNo
18356824SMART EDGE APPLICATIONJuly 2023December 2025Abandon2910NoNo
18262364PROCESSING DEVICE, PROCESSING METHOD, AND PROCESSING PROGRAMJuly 2023January 2026Abandon3010NoNo
18273107INFORMATION PROCESSING APPARATUS, UNPROFITABLE PRODUCT DETERMINATION ASSISTANCE METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUMJuly 2023November 2025Abandon2820YesNo
18355185STORAGE MEDIUM, INFORMATION PROCESSING APPARATUS, AND MERCHANDISE PURCHASE SUPPORT METHODJuly 2023January 2026Abandon3010NoNo
18223232Transaction Access Control Using Tokenized Reputation ScoresJuly 2023September 2024Allow1400NoNo
18222966METHOD AND SYSTEM FOR SUBSTITUTING ITEMSJuly 2023October 2024Allow1521YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 3689.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
624
Examiner Affirmed
494
(79.2%)
Examiner Reversed
130
(20.8%)
Reversal Percentile
5.1%
Lower than average

What This Means

With a 20.8% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.

Strategic Value of Filing an Appeal

Total Appeal Filings
1155
Allowed After Appeal Filing
174
(15.1%)
Not Allowed After Appeal Filing
981
(84.9%)
Filing Benefit Percentile
1.4%
Lower than average

Understanding Appeal Filing Strategy

Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.

In this dataset, 15.1% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.

Strategic Recommendations

Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.

Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Art Unit 3689 - Prosecution Statistics Summary

Executive Summary

Art Unit 3689 is part of Group 3680 in Technology Center 3600. This art unit has examined 6,677 patent applications in our dataset, with an overall allowance rate of 18.3%. Applications typically reach final disposition in approximately 47 months.

Comparative Analysis

Art Unit 3689's allowance rate of 18.3% places it in the 1% percentile among all USPTO art units. This art unit has a significantly lower allowance rate than most art units at the USPTO.

Prosecution Patterns

Applications in Art Unit 3689 receive an average of 2.92 office actions before reaching final disposition (in the 96% percentile). The median prosecution time is 47 months (in the 4% percentile).

Strategic Considerations

When prosecuting applications in this art unit, consider the following:

  • The art unit's allowance rate suggests a more challenging examination environment compared to the USPTO average.
  • With more office actions than average, plan for multiple rounds of prosecution.
  • The median prosecution time is longer than average and should be factored into your continuation and client communication strategies.
  • Review individual examiner statistics within this art unit to identify examiners with particularly favorable or challenging prosecution patterns.

Important Disclaimer

Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.

No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.

Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.

Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.