Examiner Arielle E Weiner

Grant ratio: 32.8% (37th percentile in Art Unit 3684 among examiners with at least 20 applications). Average office actions per grant: 2.86. Most common rejection type: §103.

Recently active Last office action in data: October 2026
Grant ratio 32.8%
Average office actions / grant 2.86
Compared with Art unit Very hard
Compared with Work group About average
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
93469
Primary art unit
3684
Work group
3680
Technology center
3600
Applications
290
Granted applications
95
Examiner phone
(571) 272-9007
Supervisor
Jason Dunham
Supervisor phone
(571) 272-8109

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 25 34.4% 2.47
Group 285 28.3% 2.80
Tech Center 2,394 45.5% 2.12
USPTO 16,620 51.8% 1.98

Office actions per application

Average office actions per application 2.57 744 office actions across 290 applications
Applications with office actions 94.8% 275 applications
Office actionsApplicationsShare of applications
No OA observed 15 5.2%
1 OA 83 28.6%
2 OAs 73 25.2%
3 OAs 40 13.8%
4 OAs 38 13.1%
5+ OAs 41 14.1%

Each application is counted once. “5+” includes all higher counts.

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2017: 7.1% 2017 2018: 32.1% 2018 2019: 30.4% 2019 2020: 40.7% 2020 2021: 46.7% 2021 2022: 48.3% 2022 2023: 60.6% 2023 2024: 51.9% 2024 2025: 22.7% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
20171417.1%
201828932.1%
201923730.4%
2020271140.7%
2021301446.7%
2022291448.3%
2023332060.6%
2024271451.9%
202522522.7%
20265700.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 275 2.9% 0.4% 85.5% 4.7%
Action 2 192 9.4% 10.9% 79.2% 0.5%
Action 3 119 13.4% 0.8% 84.0% 0.0%
Action 4 79 19.0% 2.5% 77.2% 1.3%
Action 5 41 22.0% 0.0% 75.6% 2.4%
Action 6 17 17.6% 0.0% 76.5% 5.9%
Action 7 8 12.5% 0.0% 87.5% 0.0%
Action 8 5 0.0% 0.0% 100.0% 0.0%
Action 9 2 0.0% 0.0% 100.0% 0.0%
Action 10 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 17.2% 40 of 232 office actions
All years 9.4% 70 of 744 office actions
Change +7.8 pts Percentage points

Last 3 years: 2023-10-23–2026-10-23. All years includes every dated office action in the data.

By year

2.0%
7.9%
2019: PEG
4.0%
6.5%
4.9%
4.1%
9.7%
2024: AI examples
8.8%
2025: August memo
14.7%
27.9%

Each bar is the percentage of office actions with a §101 rejection.

PTAB appeals

Matched decisions: 4. Merits outcomes: 3 affirmed, 0 affirmed in part, and 1 reversed.

Full reversal rate
25.0% 1/4 decisions
Full or partial reversal rate
25.0% 1/4 decisions
Median appeal duration
9.1 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Feb. 19, 2026 15/869,020 Affirmed §103
Nov. 29, 2023 16/523,260 Affirmed §101 · §112
Jul. 16, 2020 15/164,247 Affirmed §101 · §103 · §112
Jan. 15, 2020 14/959,147 Reversed §103

The examiner match uses the last recorded office action before the decision. Reversal rates exclude rehearings, remands, dismissals, and other decisions that did not reach the merits. Data through Oct. 30, 2026.

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