Prosecution Insights
Last updated: October 25, 2026

Yahoo Ad Tech LLC

Technology area: Transportation, E-Commerce & Mechanical Systems

24 pending office actions • 16 art units • 23 examiners • 0 of 24 (0%) have an AI response strategy ready • 14 patents granted in the last 365 days

Analysis

Yahoo Ad Tech LLC has 26 pending office actions in Transportation, E-Commerce & Mechanical Systems. The matters involve 25 distinct examiners across 17 distinct art units, indicating broad examiner distribution and a multi-group technical footprint. The action count shows limited repetition among examiner assignments.

POUNCIL, DARNELL A is the busiest examiner, with 2 pending matters. Those matters may warrant a focused review for consistent positions where their records are related. The remainder of the docket requires separate attention by examiner and art unit, particularly where the claims present different technical issues.

Written from this page's own data; every figure is computed from USPTO records and verified before publication.

Portfolio Summary

24
Total Pending OAs
14
Non-Final OAs
7
Final Rejections
3
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 12 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

4
Overdue
0
Due this week
5
Due this month
2
Due in next 60 days
1
Due later

Deadline Fire Line

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. 12 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (4)Due ≤ 30 days (5)Due ≤ 60 days (2)Due later (1)

Case Difficulty Mix

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.

16
Hard (67%)
6
Medium (25%)
2
Easy (8%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only6 (25%)
§101 + other9 (38%)
§103 only6 (25%)
Double-patenting only2 (8%)
Multi-statute (no §101)1 (4%)

Industry Mix

How the docket's pending cases split across USPTO tech-center bands.

0
Life Sciences
0% of docket
6
Information Tech
25% of docket
1
Communications
4% of docket
0
Semiconductors
0% of docket
17
Mechanical / Eng
71% of docket
0
Business / Other
0% of docket

Time-on-OA Estimate

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.

240 h
Manual time on pending OAs
48 h
Time saved (low, 20%)
84 h
Time saved (mid, 35%)
2.1 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
POUNCIL, DARNELL A 2 21.4% +30.5%
DAVISON, KATHLEEN GAGE 1 66.7% +37.3%
GUILIANO, CHARLES A 1 37.3% +37.4%
CHAMPAKESAN, BADRI NARAYANAN 1 91.0% +55.3%
ZELASKIEWICZ, CHRYSTINA E 1 33.3% +36.0%
BUSCH, CHRISTOPHER CONRAD 1 28.7% +20.8%
TORRICO-LOPEZ, ALAN 1 29.3% +37.3%
AZAD, ABUL K 1 85.6% +13.8%
MOREAU, AUSTIN J 1 77.6% +28.3%
NGUYEN, PHUONG H 1 62.7% +42.4%

Quick Wins (1)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.

App #TitleExaminerDue in
19082131 IDENTIFYING FRAUDULENT REQUESTS FOR CONTENT CHAMPAKESAN, BADRI NARAYANAN —

Hard Cases (17)

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 #TitleExaminerDue in
18329424 SYSTEMS AND METHODS FOR INFERRING MATCHES AND LOGGING-IN OF ONLINE USERS ACROSS DEVICES POUNCIL, DARNELL A 52d overdue
18411082 SYSTEM AND METHOD FOR BID FLOOR CONTROL LEE, JENNIFER V 5d overdue
17360604 SYNDICATED RATINGS AND REVIEWS WHITAKER, ANDREW B 15d
18380180 CONVERSION PROSPECTING FOR DYNAMIC CONTENT RECOMMENDATION MEINECKE DIAZ, SUSANNA M 22d
17900413 SYSTEMS AND METHODS FOR CONTROLLING ONLINE ADVERTISING CAMPAIGNS KOLOSOWSKI-GAGER, KATHERINE 28d
18932007 SYSTEMS AND METHODS FOR AUGMENTING REAL-TIME ELECTRONIC BIDDING DATA WITH AUXILIARY ELECTRONIC DATA BUSCH, CHRISTOPHER CONRAD 30d
18063259 METHOD AND SYSTEM FOR PROVIDING A POINT-BASED SUBSCRIPTION PLAN TO A USER SHORTER, RASHIDA R 40d
18772957 COMPUTERIZED SYSTEMS AND METHODS FOR GROUP IDENTIFICATION AND CONTENT DELIVERY TORRICO-LOPEZ, ALAN 53d

Interview Candidates (11)

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 #TitleExaminerDue in
18329424 SYSTEMS AND METHODS FOR INFERRING MATCHES AND LOGGING-IN OF ONLINE USERS ACROSS DEVICES POUNCIL, DARNELL A 52d overdue
18978343 SYSTEMS AND METHODS FOR IDENTITY-PROTECTED DATA ELEMENT DISTRIBUTION NETWORK ZELASKIEWICZ, CHRYSTINA E 31d overdue
18932007 SYSTEMS AND METHODS FOR AUGMENTING REAL-TIME ELECTRONIC BIDDING DATA WITH AUXILIARY ELECTRONIC DATA BUSCH, CHRISTOPHER CONRAD 30d
18772957 COMPUTERIZED SYSTEMS AND METHODS FOR GROUP IDENTIFICATION AND CONTENT DELIVERY TORRICO-LOPEZ, ALAN 53d
18599328 COMPUTERIZED SYSTEM AND METHOD FOR PROVIDING AN AUGMENTED MESSAGE CONTENT DISPLAY MOREAU, AUSTIN J 70d
19246636 COMBINING VECTORS OUTPUT BY MULTIPLE DIFFERENT MECHANISMS FOR CONTENT ITEM RETRIEVAL DAVISON, KATHLEEN GAGE —
19192643 METHOD AND SYSTEM FOR AUTOMATIC DETECTION AND PREVENTION OF QUALITY ISSUES IN ONLINE EXPERIMENTS GUILIANO, CHARLES A —
19082131 IDENTIFYING FRAUDULENT REQUESTS FOR CONTENT CHAMPAKESAN, BADRI NARAYANAN —

Top Art Units

Art UnitApps
3622 4
3625 3
3688 2
3623 2
3621 2
2494 1
3699 1
2656 1
2446 1
2174 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19246636 COMBINING VECTORS OUTPUT BY MULTIPLE DIFFERENT MECHANISMS FOR CONTENT ITEM RETRIEVAL DAVISON, KATHLEEN GAGE 3688 DP Non-Final OA — Pending Jun 23, 2025
19192643 METHOD AND SYSTEM FOR AUTOMATIC DETECTION AND PREVENTION OF QUALITY ISSUES IN ONLINE EXPERIMENTS GUILIANO, CHARLES A 3623 §101§102§103Other Non-Final OA — Pending Apr 29, 2025
19082131 IDENTIFYING FRAUDULENT REQUESTS FOR CONTENT CHAMPAKESAN, BADRI NARAYANAN 2494 §103Other Non-Final OA — Pending Mar 17, 2025
18978343 SYSTEMS AND METHODS FOR IDENTITY-PROTECTED DATA ELEMENT DISTRIBUTION NETWORK ZELASKIEWICZ, CHRYSTINA E 3699 DP Final Rejection 31d overdue Pending Dec 12, 2024
18932007 SYSTEMS AND METHODS FOR AUGMENTING REAL-TIME ELECTRONIC BIDDING DATA WITH AUXILIARY ELECTRONIC DATA BUSCH, CHRISTOPHER CONRAD 3621 §101§102§103Other Final Rejection 30d Pending Oct 30, 2024
18780345 SYSTEM AND METHOD FOR QUERY AUTOSUGGESTION POUNCIL, DARNELL A 3622 §101§103 Non-Final OA — Pending Jul 22, 2024
18772957 COMPUTERIZED SYSTEMS AND METHODS FOR GROUP IDENTIFICATION AND CONTENT DELIVERY TORRICO-LOPEZ, ALAN 3625 §103 Non-Final OA 53d Pending Jul 15, 2024
18662775 EXTRACTING FINE-GRAINED TOPICS FROM TEXT CONTENT AZAD, ABUL K 2656 §101§102§103Other Non-Final OA — Pending May 13, 2024
18599328 COMPUTERIZED SYSTEM AND METHOD FOR PROVIDING AN AUGMENTED MESSAGE CONTENT DISPLAY MOREAU, AUSTIN J 2446 §103 Non-Final OA 70d Pending Mar 08, 2024
18422110 SYSTEM AND METHOD FOR AUTOMATIC MODIFICATION OF PROMPTS AND CONTENT ITEMS NGUYEN, PHUONG H 2174 §102§103§112 Final Rejection — Pending Jan 25, 2024
18411082 SYSTEM AND METHOD FOR BID FLOOR CONTROL LEE, JENNIFER V 3688 §101§103 Final Rejection 5d overdue Pending Jan 12, 2024
18410106 SYSTEM AND METHOD FOR ENHANCING MODEL TRAINING WITH OUTLIER CONVERSION DETECTION OSMAN BILAL AHMED, AFAF 3622 §101 Final Rejection — Pending Jan 11, 2024
18407180 CONTENT ITEM SELECTION AND MEASUREMENT DETERMINATION VIG, NARESH 3622 §101§103Other Non-Final OA — Pending Jan 08, 2024
18380180 CONVERSION PROSPECTING FOR DYNAMIC CONTENT RECOMMENDATION MEINECKE DIAZ, SUSANNA M 3625 §101§103 Non-Final OA 22d Pending Oct 15, 2023
18329424 SYSTEMS AND METHODS FOR INFERRING MATCHES AND LOGGING-IN OF ONLINE USERS ACROSS DEVICES POUNCIL, DARNELL A 3622 §101 Non-Final OA 52d overdue Pending Jun 05, 2023
18136913 BUCKETING SYSTEM FOR FEATURE OPTIMIZATION PATEL, DIPEN M 3621 §103 Non-Final OA 14d Pending Apr 20, 2023
18298908 SYSTEMS AND METHODS FOR DETERMINING SEGMENTS OF ONLINE USERS FROM CORRELATED DATASETS HENRY, MATTHEW D 3625 §101DP Non-Final OA — Pending Apr 11, 2023
18063259 METHOD AND SYSTEM FOR PROVIDING A POINT-BASED SUBSCRIPTION PLAN TO A USER SHORTER, RASHIDA R 3626 §101 Non-Final OA 40d Pending Dec 08, 2022
17930765 INTELLIGENT DATAFLOW-BASED SERVICE DISCOVERY AND ANALYSIS BARKER, TODD L 2449 §103 Final Rejection — Pending Sep 09, 2022
17900413 SYSTEMS AND METHODS FOR CONTROLLING ONLINE ADVERTISING CAMPAIGNS KOLOSOWSKI-GAGER, KATHERINE 3687 §101 Non-Final OA 28d Pending Aug 31, 2022
17881942 METHOD AND SYSTEM FOR REDUCING RISK VALUES DISCREPANCIES BETWEEN CATEGORIES JAYAKUMAR, CHAITANYA R 2128 §101§103§112 Non-Final OA — Pending Aug 05, 2022
17744961 GROUP PROFILE GENERATION AND CONTENT ITEM SELECTION BASED UPON GROUP PROFILES BAKER, IRENE H 2152 §103 Final Rejection 52d overdue Pending May 16, 2022
17512773 AUTOMATIC BUCKET ASSIGNMENT IN BUCKET EXPERIMENTS METHOD AND APPARATUS LEE, PO HAN 3623 §101 Non-Final OA — Pending Oct 28, 2021
17360604 SYNDICATED RATINGS AND REVIEWS WHITAKER, ANDREW B 3629 §101Other Non-Final OA 15d Pending Jun 28, 2021

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Frequently Asked Questions

How many pending USPTO office actions does Yahoo Ad Tech LLC have?

Yahoo Ad Tech LLC has 24 pending office actions as of October 2026, spread across 16 art units and 23 examiners.

Which USPTO examiner handles the most Yahoo Ad Tech LLC applications?

Darnell A Pouncil has the most, with 2 of Yahoo Ad Tech LLC's pending office actions.

What technology area are Yahoo Ad Tech LLC's patent applications in?

Mostly Transportation, E-Commerce & Mechanical Systems (USPTO Tech Center 3600), based on where its pending office actions are examined.

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