Examiner Minnah Seoh

Grant ratio: 31.2% (44th percentile in Art Unit 3686 among examiners with at least 20 applications). Average office actions per grant: 2.39. Most common rejection type: §103.

Potentially inactive Last office action in data: May 2026
Grant ratio 31.2%
Average office actions / grant 2.39
Compared with Art unit About average
Compared with Work group Very easy
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
86530
Primary art unit
3686
Work group
3680
Technology center
3600
Applications
247
Granted applications
77

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 42 32.1% 2.69
Group 285 28.7% 2.80
Tech Center 2,381 46.2% 2.12
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.74 732 office actions across 267 applications
Applications with office actions 100.0% 267 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 75 28.1%
2 OAs 72 27.0%
3 OAs 47 17.6%
4 OAs 32 12.0%
5+ OAs 41 15.4%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2009: 6.3% 2009 2010: 36.4% 2010 2011: 76.5% 2011 2012: 33.3% 2012 2013: 42.4% 2013 2014: 6.9% 2014 2015: 8.3% 2015 2016: 12.0% 2016 2017: 42.1% 2017 2018: 100.0% 2018 2019: 0.0% 2019 2020: 0.0% 2020 2021: 50.0% 2021 2023: 75.0% 2023 2025: 20.0% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
20091616.3%
201022836.4%
2011342676.5%
201212433.3%
2013331442.4%
20142926.9%
20153638.3%
201625312.0%
201719842.1%
201822100.0%
2019100.0%
2020200.0%
20214250.0%
20234375.0%
20255120.0%
2026300.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 267 1.9% 13.5% 71.2% 0.7%
Action 2 192 8.3% 7.8% 76.0% 3.6%
Action 3 120 15.8% 5.0% 72.5% 2.5%
Action 4 73 32.9% 4.1% 54.8% 4.1%
Action 5 41 41.5% 2.4% 48.8% 4.9%
Action 6 25 40.0% 0.0% 52.0% 8.0%
Action 7 11 45.5% 0.0% 54.5% 0.0%
Action 8 1 0.0% 0.0% 0.0% 100.0%
Action 9 1 0.0% 0.0% 100.0% 0.0%
Action 13 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.0% 0 of 9 office actions
All years 13.1% 96 of 732 office actions
Change -13.1 pts Percentage points

Last 3 years: 2023-08-28–2026-08-28. All years includes every dated office action in the data.

By year

0.0%
0.0%
0.0%
0.0%
4.1%
2014: Alice
12.8%
40.8%
31.7%
27.1%
50.0%
2019: PEG
0.0%
0.0%
0.0%
0.0%
2025: August memo
0.0%
0.0%

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

PTAB appeals

Matched decisions: 12. Merits outcomes: 8 affirmed, 1 affirmed in part, and 3 reversed.

Full reversal rate
25.0% 3/12 decisions
Full or partial reversal rate
33.3% 4/12 decisions
Median appeal duration
19.7 months
New grounds of rejection
2
Recent decisions
DecisionApplicationOutcomeIssues
Feb. 24, 2020 13/075,399 Affirmed §101
Aug. 14, 2019 13/412,518 Affirmed in part New ground of rejection §101 · §103 · §120
Jul. 2, 2019 11/868,611 Affirmed §101 · §103
Apr. 22, 2019 13/094,443 Reversed §101 · §103
Nov. 30, 2018 14/105,633 Affirmed §101 · §103
Dec. 19, 2017 12/948,217 Affirmed §101 · §103
Sep. 13, 2017 10/589,537 Affirmed §101
Jul. 27, 2017 12/649,661 Affirmed §101
Jan. 30, 2017 13/068,301 Reversed New ground of rejection §101 · §103 · §112
Sep. 18, 2014 12/065,426 Affirmed §103
Feb. 6, 2013 11/593,025 Reversed §103
Mar. 1, 2012 11/119,462 Affirmed §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 Aug. 27, 2026.

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