Listed by the USPTO as PRESTON, ASHLEY DAWN
Tech Center 3600 • Art Units: 3625 3664 3684 3688 3689
This examiner grants 43% of resolved cases
PRESTON, ASHLEY DAWN examines in Tech Center 3600 and Art Unit 3625. Her profile shows 189 resolved cases, a 42.9% allowance rate, and a 1226-day median time to allowance. The 27.5% interview lift is positive and suggests that examiner interviews may help applicants navigate the relatively mixed allowance outcomes.
The leading applicants are Capital One Services LLC, Toyota Motor Corporation, and Maplebear Inc. The represented firms are GREENBERG TRAURIG, LLP (BOS), Astute IP Law Group, and Banner & Witcoff, Ltd.
The data supports early evaluation of claim breadth and a deliberate response plan. Because the median time is extended, applicants should consider how amendments affect long-term protection and continuation timing. Interviews may be useful when they can convert a disputed issue into a specific, supportable claim revision.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18512269 | SYSTEMS AND METHODS FOR GENERATING AN INTERACTIVE GRAPHICAL USER INTERFACE | Final Rejection | Capital One Services, LLC |
| 18324759 | SYSTEMS AND METHODS FOR VEHICLE RECOMMENDATIONS | Final Rejection | Capital One Services, LLC |
| 18890136 | SYSTEM, PLATFORM, DEVICE AND METHOD FOR PERSONALIZED SHOPPING | Final Rejection | NIKE, Inc. |
| 18585694 | ITEM MANAGEMENT SYSTEM, METHOD, AND INFORMATION PROCESSING APPARATUS | Final Rejection | CANON KABUSHIKI KAISHA |
| 19113875 | RECOMMENDATION METHOD, ELECTRONIC DEVICE AND COMPUTER-READABLE MEDIUM | Non-Final OA | BEIJING ZITIAO NETWORK TECHNOLOGY CO., LTD |
| 18643084 | ORDER PLACEMENT/ORDER ACCEPTANCE SYSTEM, ORDER PLACEMENT DEVICE, AND ORDER PLACEMENT METHOD | Final Rejection | TOYOTA JIDOSHA KABUSHIKI KAISHA |
| 18422170 | INFORMATION PROCESSING DEVICE | Final Rejection | TOYOTA JIDOSHA KABUSHIKI KAISHA |
| 18319416 | SYSTEM AND METHOD FOR PREDICTING THE DESIRE TO KEEP THE DOOR OPEN WHEN MAKING DECISIONS | Final Rejection | TOYOTA RESEARCH INSTITUTE, INC. |
| 19236406 | METHOD, DEVICE, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM FOR PROVIDING AUGMENTED REALITY-BASED MAKEUP PRODUCT SETS IN A MESSAGING SYSTEM | Non-Final OA | Snap Inc. |
| 18539091 | GENERATIVE ARTIFICIAL INTELLIGENCE KNOWLEDGE GRAPH ENGINE IN AN ITEM LISTING SYSTEM | Final Rejection | eBay Inc. |
| 18335454 | INTELLIGENT PRODUCT GUIDANCE BASED ON SPACE AVAILABILITY | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 18067270 | INTELLIGENT FOOD ORDER SELECTION AND FULFILLMENT PLATFORM | Final Rejection | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 18297176 | COMPUTERIZED SYSTEMS AND METHODS FOR LOCATION-BASED CONTENT FILTERING AND DELIVERY | Final Rejection | YAHOO ASSETS LLC |
| 19256149 | METHOD, COMPUTER PROGRAM PRODUCT, AND SYSTEM FOR TRAINING A MACHINE LEARNING MODEL TO GENERATE USER EMBEDDINGS AND RECIPE EMBEDDINGS IN A COMMON LATENT SPACE FOR RECOMMENDING ONE OR MORE RECIPES TO A USER | Non-Final OA | Maplebear Inc. |
| 18769202 | Personalized Ranking of Search Query Results Using Engagement-Independent Machine Learning Model for Cold-Start Items | Final Rejection | Maplebear Inc. |
| 18651077 | Dynamic Data Object Distribution Based on Historical Performance | Final Rejection | Uber Technologies, Inc. |
| 18720580 | INFORMATION RECOMMENDATION METHOD AND APPARATUS, COMPUTER DEVICE, AND STORAGE MEDIUM | Non-Final OA | Beijing Bytedance Network Technology Co., Ltd. |
| 18157854 | PRODUCT DESCRIPTION AUGMENTATION | Final Rejection | ADOBE INC. |
| 18651084 | ARCHITECTURE FOR PERSONALIZED BEAUTY EXPERIENCE USING LARGE LANGUAGE MODEL | Final Rejection | L'Oreal |
| 18651055 | PERSONALIZED BEAUTY EXPERIENCE USING LARGE LANGUAGE MODEL | Non-Final OA | L'Oreal |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy42.9% of resolved applications examined by Ashley Dawn Preston were allowed (189 resolved cases), compared with 32.9% across Art Unit 3625 over the last five years.
This examiner's interview lift is +27.5 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by Ashley Dawn Preston took 1,226 days on average from filing to allowance.
Ashley Dawn Preston examines applications in Art Unit 3625 in Tech Center 3600 (Transportation, E-Commerce & Mechanical Systems).
