AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Liz Nguyen

Examiner Liz Nguyen appears to be about average relative to their peer examiners. Their lifetime grant ratio is 52.8%, they average 2.72 office actions per granted patent, and their rejection profile leans toward §101 and meaningful §101 activity.

Difficulty vs AU About Average
Difficulty vs Group About Average
Difficulty vs TC About Average
Difficulty vs USPTO Very Hard
Average OA / Grant 2.72
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Examiner Details

Observed Examiner Years
14 years (2013-2026)
Phone
(571) 272-5414
Predicted Supervisor
Matthew Gart
Supervisor Phone
(571) 272-3955
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3690 - Business Methods - Finance/Banking/ Insurance and Business Cryptography

Metrics

Applications Evaluated
411
Granted Applications
217
Non-Granted Applications
194
Avg OA / Grant
2.72
Last OA Observed
July 2026 (1 months ago)
Art Units Seen
3692 , 3696
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 52.8% 2.72
Art Unit 15 43.8% 2.71
Group 163 34.5% 2.69
Tech Center 2,366 46.9% 2.11
USPTO 16,347 53.5% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 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 2013; examiner may not yet have been active in the available dataset.
2013 7 3 42.9%
2014 16 4 25.0%
2015 35 8 22.9%
2016 25 12 48.0%
2017 36 17 47.2%
2018 41 31 75.6%
2019 48 43 89.6%
2020 40 32 80.0%
2021 17 11 64.7%
2022 26 14 53.8%
2023 23 16 69.6%
2024 34 14 41.2%
2025 28 12 42.9%
2026 35 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 407 15.5% 26.5% 31.4% 0.7%
2 287 39.7% 18.1% 38.0% 2.4%
3 198 50.0% 3.5% 42.9% 3.0%
4 130 65.4% 2.3% 29.2% 1.5%
5 67 70.1% 1.5% 23.9% 3.0%
6 37 83.8% 0.0% 5.4% 10.8%
7 23 91.3% 0.0% 4.3% 4.3%
8 10 90.0% 0.0% 10.0% 0.0%
9 6 66.7% 0.0% 16.7% 16.7%
10 4 75.0% 0.0% 25.0% 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
1.5%
2013
7.3%
2014
37.3%
2015
40.9%
2016
40.2%
2017
68.5%
2018
65.8%
2019
44.4%
2020
44.9%
2021
55.3%
2022
60.6%
2023
51.0%
2024
34.7%
2025
37.8%
2026

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