AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Lindsey Bernier

Examiner Lindsey Bernier appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 45.2%, they average 2.58 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU About Average
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 2.58
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Examiner Details

Observed Examiner Years
18 years (2009-2026)
Phone
(571) 270-1234
Predicted Supervisor
Matthew Martin
Supervisor Phone
(571) 270-7871
Tech Center
1700 - Chemical and Materials Engineering
Group
1720 - Fuel Cells, Batteries, Solar Cells, Liquid Crystal Composition

Metrics

Applications Evaluated
723
Granted Applications
327
Non-Granted Applications
396
Avg OA / Grant
2.58
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1725 , 1726 , 1728 , 1754 , 1755 , 1795
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 45.2% 2.58
Art Unit 32 43.7% 2.52
Group 253 48.9% 2.20
Tech Center 1,713 47.3% 2.14
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 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 2009; examiner may not yet have been active in the available dataset.
2009 19 2 10.5%
2010 28 12 42.9%
2011 45 20 44.4%
2012 37 10 27.0%
2013 57 22 38.6%
2014 40 8 20.0%
2015 43 12 27.9%
2016 44 25 56.8%
2017 57 27 47.4%
2018 47 31 66.0%
2019 33 19 57.6%
2020 42 23 54.8%
2021 35 22 62.9%
2022 26 14 53.8%
2023 37 24 64.9%
2024 45 30 66.7%
2025 64 26 40.6%
2026 24 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 742 0.5% 10.8% 66.3% 5.4%
2 470 0.0% 5.7% 77.7% 4.0%
3 263 0.0% 3.0% 80.2% 7.2%
4 169 0.0% 4.1% 82.8% 4.7%
5 74 0.0% 1.4% 90.5% 2.7%
6 36 0.0% 2.8% 94.4% 0.0%
7 20 0.0% 0.0% 80.0% 15.0%
8 9 0.0% 0.0% 100.0% 0.0%
9 3 0.0% 0.0% 66.7% 0.0%
10 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2008
1.4%
2009
0.0%
2010
0.0%
2011
0.0%
2012
0.8%
2013
0.0%
2014
0.0%
2015
0.0%
2016
0.0%
2017
0.0%
2018
2.0%
2019
0.0%
2020
0.0%
2021
0.0%
2022
0.0%
2023
0.0%
2024
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.