AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Minnah Seoh

Examiner Minnah Seoh appears to be about average relative to their peer examiners. Their lifetime grant ratio is 31.3%, they average 2.39 office actions per granted patent, and their rejection profile is dominated by §103 and occasional §101 rejections.

Difficulty vs AU About Average
Difficulty vs Group Very Easy
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 2.39
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Examiner Details

Observed Examiner Years
18 years (2009-2026)
Phone
(571) 270-7778
Predicted Supervisor
Director Joseph Thomas
Supervisor Phone
(571) 272-8004
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3680 - Business Methods: Electronic Shopping and Health Care

Metrics

Applications Evaluated
246
Granted Applications
77
Non-Granted Applications
169
Avg OA / Grant
2.39
Last OA Observed
March 2026 (3 months ago)
Art Units Seen
3611 , 3618 , 3686 , 3689
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 31.3% 2.39
Art Unit 44 32.7% 2.70
Group 288 29.2% 2.79
Tech Center 2,337 48.0% 2.11
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2023 2025 2026
Shaded region marks the last two observed years, where grant outcomes may lag due to recency.
Year Applications Granted Grant Rate
No observed data before 2009; examiner may not yet have been active in the available dataset.
2009 16 1 6.3%
2010 22 8 36.4%
2011 34 26 76.5%
2012 12 4 33.3%
2013 33 14 42.4%
2014 29 2 6.9%
2015 36 3 8.3%
2016 25 3 12.0%
2017 19 8 42.1%
2018 2 2 100.0%
2019 1 0 0.0%
2020 2 0 0.0%
2021 4 2 50.0%
No observed data for 2022.
2023 4 3 75.0%
No observed data for 2024.
2025 5 1 20.0%
2026 2 0 0.0%

77 family-cache-validated grants; 0 OA-only grant signals.

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 266 1.9% 13.5% 71.1% 0.8%
2 192 8.3% 7.8% 76.0% 3.6%
3 120 15.8% 5.0% 72.5% 2.5%
4 73 32.9% 4.1% 54.8% 4.1%
5 41 41.5% 2.4% 48.8% 4.9%
6 25 40.0% 0.0% 52.0% 8.0%
7 11 45.5% 0.0% 54.5% 0.0%
8 1 0.0% 0.0% 0.0% 100.0%
9 1 0.0% 0.0% 100.0% 0.0%
13 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2009
0.0%
2010
0.0%
2011
0.0%
2012
4.1%
2013
12.8%
2014
40.8%
2015
31.7%
2016
27.1%
2017
50.0%
2018
0.0%
2019
0.0%
2020
0.0%
2021
0.0%
2023
0.0%
2025
0.0%
2026

Each bar shows the share of this examiner's observed office actions in that year that included a § 101 rejection.