Prosecution Insights
Last updated: May 29, 2026

Venable LLP (Verizon Media)

15 pending office actions • 1 client • 15 examiners • 12 art units • 0 of 15 (0%) have an AI response strategy ready • 16 patents granted in the last 365 days

Portfolio Summary

15
Total Pending OAs
10
Non-Final OAs
3
Final Rejections
2
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 15 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

8
Overdue
1
Due this week
3
Due this month
3
Due in next 60 days
0
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. 15 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (8)Due ≤ 7 days (1)Due ≤ 30 days (3)Due ≤ 60 days (3)

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.

6
Hard (40%)
7
Medium (47%)
2
Easy (13%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only6 (40%)
§103 only6 (40%)
§102 only1 (7%)
§112 only2 (13%)

Industry Mix

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

0
Life Sciences
0% of docket
8
Information Tech
53% of docket
3
Communications
20% of docket
0
Semiconductors
0% of docket
4
Mechanical / Eng
27% 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.

150 h
Manual time on pending OAs
30 h
Time saved (low, 20%)
52 h
Time saved (mid, 35%)
1.3 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
GIULIANI, GIUSEPPI J 1 58.5% +6.4%
MAY, ROBERT F 1 75.5% +30.5%
BLOOMQUIST, KEITH D 1 62.9% +19.6%
STROUD, CHRISTOPHER 1 28.7% +20.7%
FLORES, LEON 1 90.6% +10.4%
LERNER, MARTIN 1 78.0% +13.3%
SPAR, ILANA L 1 45.3% +28.4%
DAGNEW, SABA 1 37.6% +17.7%
VANDERHORST, MARIA VICTORIA 1 48.5% +37.1%
WU, TONY 1 51.9% +27.3%

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
18584428 SYSTEM AND METHOD FOR SIMULTANEOUS TEMPORAL ATTENTION ZONE AND ACTION TYPE PREDICTION AND APPLICATIONS THEREOF FLORES, LEON 8d overdue

Hard Cases (6)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 6 ordered by deadline are shown.

App #TitleExaminerDue in
18660785 METHOD AND SYSTEM FOR IDENTIFYING RECIPIENTS OF A REWARD ASSOCIATED WITH A CONVERSION STROUD, CHRISTOPHER 128d overdue
18351939 SYSTEM AND METHOD FOR NON-PARAMETRIC BID-FLOOR OPTIMIZATION IN AUCTIONS AND APPLICATIONS THEREOF VANDERHORST, MARIA VICTORIA 30d overdue
18467400 SYSTEM AND METHOD FOR LOW RANK FIELD-WEIGHTED FACTORIZATION MACHINE AND APPLICATION THEREOF IN CONTENT RECOMMENDATION SPAR, ILANA L 28d overdue
18300923 METHOD AND SYSTEM FOR DATA INDEXING AND REPORTING LIN, ALLEN S 18d overdue
17827400 SYSTEM AND METHOD FOR AUGMENTING EXISTING EXPERTS FOR ENHANCED PREDICTIONS COLE, BRANDON S 7d
18359385 SYSTEM AND METHOD FOR FLOW PREFERENCE VIA WATERFALLING MECHANISM AND APPLICATIONS THEREOF DAGNEW, SABA 9d

Interview Candidates (9)

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
18660785 METHOD AND SYSTEM FOR IDENTIFYING RECIPIENTS OF A REWARD ASSOCIATED WITH A CONVERSION STROUD, CHRISTOPHER 128d overdue
18351939 SYSTEM AND METHOD FOR NON-PARAMETRIC BID-FLOOR OPTIMIZATION IN AUCTIONS AND APPLICATIONS THEREOF VANDERHORST, MARIA VICTORIA 30d overdue
18467400 SYSTEM AND METHOD FOR LOW RANK FIELD-WEIGHTED FACTORIZATION MACHINE AND APPLICATION THEREOF IN CONTENT RECOMMENDATION SPAR, ILANA L 28d overdue
18784402 METHOD AND SYSTEM FOR SKETCH BASED SEARCH MAY, ROBERT F 19d overdue
18664738 SYSTEM AND METHOD FOR PROVIDING CONTEXT OF WEB CONTENT BLOOMQUIST, KEITH D 8d overdue
18584428 SYSTEM AND METHOD FOR SIMULTANEOUS TEMPORAL ATTENTION ZONE AND ACTION TYPE PREDICTION AND APPLICATIONS THEREOF FLORES, LEON 8d overdue
18359385 SYSTEM AND METHOD FOR FLOW PREFERENCE VIA WATERFALLING MECHANISM AND APPLICATIONS THEREOF DAGNEW, SABA 9d
18320350 SYSTEM AND METHOD FOR IDENTIFYING LONG-TAIL TOPICS AND CONTENT AND APPLICATIONS THEREOF WU, TONY 14d

Client Portfolio (1 client)

Client (Assignee)Pending OAs
Yahoo 15

Top Art Units

Art UnitApps
36213
21532
21541
21711
26761
26581
36221
21661
21981
21281

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19003048 SYSTEM AND METHOD FOR VERIFIED PREDICTIONS AND PERFORMANCE Yahoo Assets LLC GIULIANI, GIUSEPPI J 2153 §103 Non-Final OA 22d Pending Dec 27, 2024
18784402 METHOD AND SYSTEM FOR SKETCH BASED SEARCH Yahoo Assets LLC MAY, ROBERT F 2154 §103 Non-Final OA 19d overdue Pending Jul 25, 2024
18664738 SYSTEM AND METHOD FOR PROVIDING CONTEXT OF WEB CONTENT Yahoo Assets LLC BLOOMQUIST, KEITH D 2171 §103 Non-Final OA 8d overdue Pending May 15, 2024
18660785 METHOD AND SYSTEM FOR IDENTIFYING RECIPIENTS OF A REWARD ASSOCIATED WITH A CONVERSION Yahoo Ad Tech LLC STROUD, CHRISTOPHER 3621 §101 Non-Final OA 128d overdue Pending May 10, 2024
18584428 SYSTEM AND METHOD FOR SIMULTANEOUS TEMPORAL ATTENTION ZONE AND ACTION TYPE PREDICTION AND APPLICATIONS THEREOF Yahoo Assets LLC FLORES, LEON 2676 §102 Non-Final OA 8d overdue Pending Feb 22, 2024
18496156 SYSTEM AND METHOD FOR EXPLOITING USER FEEDBACK TO DERIVE TRENDING TERMS AND APPLICATIONS THEREOF Yahoo Assets LLC LERNER, MARTIN 2658 §112 Final Rejection 47d Pending Oct 27, 2023
18467400 SYSTEM AND METHOD FOR LOW RANK FIELD-WEIGHTED FACTORIZATION MACHINE AND APPLICATION THEREOF IN CONTENT RECOMMENDATION Yahoo Assets LLC SPAR, ILANA L 3622 §101 Non-Final OA 28d overdue Pending Sep 14, 2023
18359385 SYSTEM AND METHOD FOR FLOW PREFERENCE VIA WATERFALLING MECHANISM AND APPLICATIONS THEREOF Yahoo Assets LLC DAGNEW, SABA 3621 §101 Non-Final OA 9d Pending Jul 26, 2023
18351939 SYSTEM AND METHOD FOR NON-PARAMETRIC BID-FLOOR OPTIMIZATION IN AUCTIONS AND APPLICATIONS THEREOF Yahoo Assets LLC VANDERHORST, MARIA VICTORIA 3621 §101 Non-Final OA 30d overdue Pending Jul 13, 2023
18320350 SYSTEM AND METHOD FOR IDENTIFYING LONG-TAIL TOPICS AND CONTENT AND APPLICATIONS THEREOF Yahoo Assets LLC WU, TONY 2166 §112 Non-Final OA 14d Pending May 19, 2023
18300923 METHOD AND SYSTEM FOR DATA INDEXING AND REPORTING Yahoo Assets LLC LIN, ALLEN S 2153 §101 Non-Final OA 18d overdue Pending Apr 14, 2023
18081141 METHOD AND SYSTEM FOR FILTERING CONTENT Yahoo Assets LLC MHEIR, ZUHEIR 2198 §103 Non-Final OA 15d overdue Pending Dec 14, 2022
17827400 SYSTEM AND METHOD FOR AUGMENTING EXISTING EXPERTS FOR ENHANCED PREDICTIONS Yahoo Assets LLC COLE, BRANDON S 2128 §101 Non-Final OA 7d Pending May 27, 2022
17138148 SYSTEM AND METHOD FOR TEXT STRUCTURING VIA LANGUAGE MODELS Yahoo Assets LLC ORTIZ SANCHEZ, MICHAEL 2656 §103 Final Rejection 55d Pending Dec 30, 2020
15237970 METHOD AND SYSTEM FOR MULTI-LABEL PREDICTION Yahoo Assets LLC LO, ANN J 2159 §103 Final Rejection 34d Pending Aug 16, 2016

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