AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Jennifer Liu

Examiner Jennifer Liu appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 25.1%, they average 3.25 office actions per granted patent, and their rejection profile is dominated by §103 and meaningful §101 activity.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 3.25
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Examiner Details

Observed Examiner Years
20 years (2007-2026)
Phone
(571) 270-1573
Predicted Supervisor
Ryan Donlon
Supervisor Phone
(571) 270-3602
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3690 - Business Methods - Finance/Banking/ Insurance and Business Cryptography

Metrics

Applications Evaluated
339
Granted Applications
85
Non-Granted Applications
254
Avg OA / Grant
3.25
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3692 , 3695 , 3696
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 25.1% 3.25
Art Unit 27 30.9% 2.96
Group 163 34.9% 2.69
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% 2007 2008 2009 2010 2011 2012 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
2007 2 0 0.0%
2008 15 0 0.0%
2009 13 6 46.2%
2010 21 5 23.8%
2011 25 12 48.0%
2012 15 5 33.3%
2013 24 15 62.5%
2014 16 5 31.3%
2015 30 1 3.3%
2016 34 5 14.7%
2017 28 8 28.6%
2018 30 9 30.0%
2019 16 3 18.8%
2020 15 3 20.0%
2021 6 3 50.0%
2022 6 0 0.0%
2023 10 2 20.0%
2024 8 2 25.0%
2025 11 1 9.1%
2026 14 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 347 2.6% 2.9% 89.3% 3.5%
2 270 17.0% 0.7% 73.3% 8.1%
3 193 18.1% 0.0% 69.4% 11.4%
4 143 27.3% 0.7% 60.1% 11.2%
5 88 30.7% 0.0% 55.7% 12.5%
6 68 33.8% 0.0% 50.0% 13.2%
7 38 39.5% 0.0% 44.7% 13.2%
8 28 42.9% 0.0% 42.9% 14.3%
9 18 33.3% 0.0% 50.0% 16.7%
10 13 46.2% 0.0% 53.8% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2007
0.0%
2008
0.0%
2009
2.3%
2010
2.6%
2011
4.9%
2012
0.0%
2013
5.2%
2014
10.8%
2015
19.8%
2016
15.8%
2017
26.9%
2018
44.3%
2019
56.7%
2020
60.0%
2021
67.7%
2022
76.3%
2023
66.7%
2024
70.0%
2025
64.3%
2026

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