Prosecution Insights
Prosecution Insights
46 pending office actions • 26 art units • 41 examiners • 0 of 46 (0%) have an AI response strategy ready • 115 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 45 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.
Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 45 of the docket's apps have a known mailing date.
Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.
| Bucket | Cases |
|---|---|
| §101 only | 8 (17%) |
| §103 only | 30 (65%) |
| §102 only | 3 (7%) |
| Double-patenting + other | 1 (2%) |
| No statute on record | 4 (9%) |
How the docket's pending cases split across USPTO tech-center bands.
Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.
| Examiner | Apps on this docket | Allow rate | Interview lift |
|---|---|---|---|
| BARGEON, BRITTANY E | 2 | 44.9% | +34.6% |
| GARG, YOGESH C | 2 | 61.6% | +33.4% |
| CLARE, MARK C | 2 | 13.0% | +18.9% |
| RAMPHAL, LATASHA DEVI | 2 | 33.3% | +48.7% |
| FRUNZI, VICTORIA E. | 2 | 24.7% | +24.4% |
| OBERLY, VAN HONG | 1 | 75.1% | +15.6% |
| HERSHLEY, MARK E | 1 | 78.2% | +18.8% |
| DAGNEW, SABA | 1 | 37.6% | +17.7% |
| PUTTAIAH, ASHA | 1 | 20.7% | +21.0% |
| CIVAN, ETHAN D | 1 | 68.2% | +29.2% |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17846509 | FAST 3D MODEL FITTING AND ANTHROPOMETRICS USING SYNTHETIC DATA | ZIMMERMAN, MATTHEW E | 140d overdue |
| 18213489 | SYSTEMS AND METHODS FOR CUSTOMER VALUATION AND MERCHANT BIDDING | VIG, NARESH | 138d overdue |
| 18374324 | FOOTWEAR AUTHENTICATION USING PRESSURE DISTRIBUTION IMAGE ANALYSIS | KRAISINGER, EMILY MARIE | 119d overdue |
| 18749596 | BRAND-FOCUSED LISTING MANGEMENT ENGINE IN AN ITEM LISTING SYSTEM | CLARE, MARK C | 30d overdue |
| 18749602 | BRAND-FOCUSED SECURITY ADMINISTRATOR ENGINE IN AN ITEM LISTING SYSTEM | CLARE, MARK C | 30d overdue |
| 18519794 | GENERATING REPLACEMENT QUERIES FOR ALTERNATE LISTINGS WITH DESIRED ITEM ATTRIBUTES | FRUNZI, VICTORIA E. | 29d overdue |
| 18930465 | Virtual Account Use | PUTTAIAH, ASHA | 22d overdue |
| 18826819 | SYSTEM AND METHODS FOR PERSONALIZATION AND ENHANCEMENT OF A MARKETPLACE | POINVIL, FRANTZY | 19d overdue |
Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17699400 | BUNDLE CREATION FROM DESCRIPTION CONTENT USING MACHINE LEARNING | RAMPHAL, LATASHA DEVI | 50d overdue |
| 18749596 | BRAND-FOCUSED LISTING MANGEMENT ENGINE IN AN ITEM LISTING SYSTEM | CLARE, MARK C | 30d overdue |
| 18749602 | BRAND-FOCUSED SECURITY ADMINISTRATOR ENGINE IN AN ITEM LISTING SYSTEM | CLARE, MARK C | 30d overdue |
| 18519794 | GENERATING REPLACEMENT QUERIES FOR ALTERNATE LISTINGS WITH DESIRED ITEM ATTRIBUTES | FRUNZI, VICTORIA E. | 29d overdue |
| 18930465 | Virtual Account Use | PUTTAIAH, ASHA | 22d overdue |
| 18999873 | MULTIFACETED REFORMULATIONS FOR NULL AND LOW QUERIES | HERSHLEY, MARK E | 10d overdue |
| 18384956 | Dynamic Generation of User Interface Elements | FRUNZI, VICTORIA E. | 5d overdue |
| 18819759 | REMOVING PURCHASES FROM ONLINE CONTAINERS | GARG, YOGESH C | 7d |
| Art Unit | Apps |
|---|---|
| 3688 | 11 |
| 3689 | 4 |
| 3625 | 3 |
| 3628 | 3 |
| 3665 | 2 |
| 2619 | 2 |
| 3622 | 2 |
| 2166 | 1 |
| 2164 | 1 |
| 3621 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19007018 | COMPOUND WORD SPLITTING BY VOTING AMONG MULTIPLE GENERATIVE ARTIFICIAL INTELLIGENCE (AI) WORD SPLITS | OBERLY, VAN HONG | 2166 | §103 | Final Rejection | 71d | Pending | Dec 31, 2024 |
| 18999873 | MULTIFACETED REFORMULATIONS FOR NULL AND LOW QUERIES | HERSHLEY, MARK E | 2164 | §102 | Non-Final OA | 10d overdue | Pending | Dec 23, 2024 |
| 18934542 | OPTIMIZATION-BASED RESOURCE ALLOCATION IN SPONSORED SEARCH | DAGNEW, SABA | 3621 | §103 | Final Rejection | 33d | Pending | Nov 01, 2024 |
| 18930465 | Virtual Account Use | PUTTAIAH, ASHA | 3691 | §101 | Non-Final OA | 22d overdue | Pending | Oct 29, 2024 |
| 18924971 | Prospective Object Search Techniques Based on Removed Objects | CIVAN, ETHAN D | 3688 | DPOther | Final Rejection | 75d | Pending | Oct 23, 2024 |
| 18922206 | SEARCH SYSTEM FOR PROVIDING COMMUNICATIONS-BASED COMPATIBILITY FEATURES | BARGEON, BRITTANY E | 3688 | §103 | Non-Final OA | 12d | Pending | Oct 21, 2024 |
| 18894959 | Systems And Methods For Multi-Signal Fault Analysis | BRUSHABER, FREDERICK M | 3665 | §101 | Non-Final OA | 12d | Pending | Sep 24, 2024 |
| 18826819 | SYSTEM AND METHODS FOR PERSONALIZATION AND ENHANCEMENT OF A MARKETPLACE | POINVIL, FRANTZY | 3693 | §101 | Final Rejection | 19d overdue | Pending | Sep 06, 2024 |
| 18819759 | REMOVING PURCHASES FROM ONLINE CONTAINERS | GARG, YOGESH C | 3688 | Other | Non-Final OA | 7d | Pending | Aug 29, 2024 |
| 18811240 | DIGITAL WARDROBE | SEIBERT, CHRISTOPHER B | 3688 | Other | Non-Final OA | 16d overdue | Pending | Aug 21, 2024 |
| 18811577 | Different Action User-Interface Components In A Comparison View | GARG, YOGESH C | 3688 | §103 | Non-Final OA | 56d | Pending | Aug 21, 2024 |
| 18793685 | Inventory Item Prediction and Listing Recommendation | WHITE, DYLAN C | 3625 | §103 | Final Rejection | 34d | Pending | Aug 02, 2024 |
| 18784511 | SYSTEM, COMPUTER STORAGE MEDIA, AND METHOD FOR INTELLIGENT COMPUTER SEARCH FUNCTIONALITY FOR LOCATING ITEMS OF INTEREST NEAR USERS | KANG, TIMOTHY J | 3689 | §103 | Final Rejection | — | Pending | Jul 25, 2024 |
| 18771568 | Image to Structured Workflow Diagram Conversion | SINGH, GURKANWALJIT | 3625 | §103 | Non-Final OA | 33d | Pending | Jul 12, 2024 |
| 18749596 | BRAND-FOCUSED LISTING MANGEMENT ENGINE IN AN ITEM LISTING SYSTEM | CLARE, MARK C | 3628 | §103 | Final Rejection | 30d overdue | Pending | Jun 20, 2024 |
| 18749602 | BRAND-FOCUSED SECURITY ADMINISTRATOR ENGINE IN AN ITEM LISTING SYSTEM | CLARE, MARK C | 3628 | §103 | Final Rejection | 30d overdue | Pending | Jun 20, 2024 |
| 18679129 | MULTI-TASK CONVOLUTIONAL NEURAL NETWORK FOR BEHAVIOR SEQUENCE EMBEDDING MODELING | JACOB, WILLIAM J | 3696 | §103 | Final Rejection | 18d overdue | Pending | May 30, 2024 |
| 18668839 | INTELLIGENT COMPUTER FUNCTIONALITY AND VISUALIZATION FOR INVENTORY ITEM PLACEMENT | MOORE, REVA R | 3627 | §103 | Final Rejection | 55d | Pending | May 20, 2024 |
| 18656941 | METHODS AND SYSTEMS FOR VIRTUAL FITTING ROOMS OR HYBRID STORES | BARGEON, BRITTANY E | 3688 | Other | Final Rejection | 13d | Pending | May 07, 2024 |
| 18656811 | Interactive Augmented Reality Marketplace Assistant | MA, MICHELLE HAU | 2617 | §103 | Final Rejection | 56d | Pending | May 07, 2024 |
| 18651527 | Data Storage Space Recovery Via Compaction of Storage Space from Partitions Based on Reference Counts to Identify Stale Data | AYASH, MARWAN | 2133 | §103 | Final Rejection | 51d overdue | Pending | Apr 30, 2024 |
| 18621579 | PRODUCT IMAGE GENERATION SYSTEM | GOOD JOHNSON, MOTILEWA | 2619 | §103 | Non-Final OA | 19d overdue | Pending | Mar 29, 2024 |
| 18587308 | Virtual Environment Arrangement and Configuration | MISIASZEK, MICHAEL | 3688 | §103 | Final Rejection | 2d overdue | Pending | Feb 26, 2024 |
| 18586017 | REAL-TIME INVENTORY MAPPING AND NOTIFICATIONS FOR SAVED SEARCHES | RAMPHAL, LATASHA DEVI | 3688 | §102 | Final Rejection | 12d | Pending | Feb 23, 2024 |
| 18419241 | Interactive Forums for Specific Regions of a Digital Image | HOANG, PHI | 2619 | §103 | Final Rejection | 3d overdue | Pending | Jan 22, 2024 |
| 18397943 | GENERATIVE ARTIFICIAL INTELLIGENCE CODE LOOKUP ENGINE IN AN ITEM LISTING SYSTEM | LEVINE, ADAM L | 3689 | §102 | Non-Final OA | 75d | Pending | Dec 27, 2023 |
| 18397767 | QUERY INTENT SPECIFICITY | PHAN, TUANKHANH D | 2154 | §103 | Non-Final OA | 26d overdue | Pending | Dec 27, 2023 |
| 18545257 | Visual Search Query Intent Extraction and Search Refinement | ALLEN, WILLIAM J | 3619 | §101 | Non-Final OA | 70d | Pending | Dec 19, 2023 |
| 18545706 | LEVERAGING GENERATIVE ARTIFICIAL INTELLIGENCE TO IDENTIFY PRODUCTS CORRESPONDING TO PREDICTIVE MAINTENANCE OF A VEHICLE | STRYKER, NICHOLAS F | 3665 | §103 | Final Rejection | 26d overdue | Pending | Dec 19, 2023 |
| 18539091 | GENERATIVE ARTIFICIAL INTELLIGENCE KNOWLEDGE GRAPH ENGINE IN AN ITEM LISTING SYSTEM | PRESTON, ASHLEY DAWN | 3688 | §103 | Non-Final OA | 28d | Pending | Dec 13, 2023 |
| 18533915 | SYSTEM FOR SUGGESTING DESCRIPTIVE FEEDBACK TO A USER ENGAGED IN AN INTERACTION | AUSTIN, JAMIE H | 3625 | §103 | Final Rejection | 34d | Pending | Dec 08, 2023 |
| 18519794 | GENERATING REPLACEMENT QUERIES FOR ALTERNATE LISTINGS WITH DESIRED ITEM ATTRIBUTES | FRUNZI, VICTORIA E. | 3689 | §103 | Final Rejection | 29d overdue | Pending | Nov 27, 2023 |
| 18510233 | LEVERAGING GENERATIVE ARTIFICIAL INTELLIGENCE TO IDENTIFY PRODUCTS FOR COMPLETING A TASK DEFINED BY A SEARCH QUERY | SINGH, AMRESH | 2159 | §103 | Final Rejection | 4d overdue | Pending | Nov 15, 2023 |
| 18388352 | Auto Posting System | MESA, JOSE M | 2484 | §103 | Final Rejection | 161d overdue | Pending | Nov 09, 2023 |
| 18384956 | Dynamic Generation of User Interface Elements | FRUNZI, VICTORIA E. | 3689 | §101 | Non-Final OA | 5d overdue | Pending | Oct 30, 2023 |
| 18383217 | IMAGE AND VIDEO INSTANCE ASSOCIATION FOR AN E-COMMERCE APPLICATIONS | REPSHER III, JOHN T | 2143 | §103 | Final Rejection | 183d overdue | Pending | Oct 24, 2023 |
| 18487629 | METHODS AND APPARATUS FOR DETECTION OF SPAM PUBLICATION | VAN BRAMER, JOHN W | 3622 | Other | Final Rejection | 120d overdue | Pending | Oct 16, 2023 |
| 18374324 | FOOTWEAR AUTHENTICATION USING PRESSURE DISTRIBUTION IMAGE ANALYSIS | KRAISINGER, EMILY MARIE | 3626 | §101 | Non-Final OA | 119d overdue | Pending | Sep 28, 2023 |
| 18474058 | Outfit Curation by Generative Artificial Intelligence | CAMPBELL, SHANNON S | 3628 | §103 | Final Rejection | 103d overdue | Pending | Sep 25, 2023 |
| 18365849 | Fingerprinting Physical Items to Mint NFT's | WHITAKER, ANDREW B | 3629 | §103 | Final Rejection | 150d overdue | Pending | Aug 04, 2023 |
| 18215792 | TECHNIQUES FOR STORING UNIQUE ITEM CHARACTERISTICS AS NON-FUNGIBLE TOKENS ON A BLOCKCHAIN | DIROMA, SCOTT MICHAEL | 3698 | §103 | Final Rejection | 16d | Pending | Jun 28, 2023 |
| 18213489 | SYSTEMS AND METHODS FOR CUSTOMER VALUATION AND MERCHANT BIDDING | VIG, NARESH | 3622 | §101 | Final Rejection | 138d overdue | Pending | Jun 23, 2023 |
| 17860065 | ADAPTIVE SEARCH REFINEMENT | GOFMAN, ALEX N | 2163 | §103 | Final Rejection | 28d overdue | Pending | Jul 07, 2022 |
| 17846509 | FAST 3D MODEL FITTING AND ANTHROPOMETRICS USING SYNTHETIC DATA | ZIMMERMAN, MATTHEW E | 3688 | §101 | Final Rejection | 140d overdue | Pending | Jun 22, 2022 |
| 17729187 | SOCIAL NETWORK INITIATED LISTINGS | TRAN, DANIEL DUC | 2147 | §103 | Final Rejection | 60d overdue | Pending | Apr 26, 2022 |
| 17699400 | BUNDLE CREATION FROM DESCRIPTION CONTENT USING MACHINE LEARNING | RAMPHAL, LATASHA DEVI | 3688 | §103 | Non-Final OA | 50d overdue | Pending | Mar 21, 2022 |
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