AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Lindsey Bachman

Examiner Lindsey Bachman appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 43.8%, they average 3.10 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 3.10
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-6208
Predicted Supervisor
Elizabeth Houston
Supervisor Phone
(571) 272-7134
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3730 - Sheet Container Making, Package Making, Apparel, and Tool Driving

Metrics

Applications Evaluated
634
Granted Applications
278
Non-Granted Applications
356
Avg OA / Grant
3.10
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3731 , 3734 , 3771
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 43.8% 3.10
Art Unit 23 46.4% 2.40
Group 288 51.1% 2.22
Tech Center 2,632 49.9% 2.01
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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
No observed data before 2008; examiner may not yet have been active in the available dataset.
2008 24 10 41.7%
2009 55 29 52.7%
2010 44 18 40.9%
2011 51 19 37.3%
2012 42 17 40.5%
2013 32 10 31.3%
2014 28 17 60.7%
2015 37 18 48.6%
2016 22 9 40.9%
2017 31 9 29.0%
2018 41 26 63.4%
2019 26 14 53.8%
2020 33 18 54.5%
2021 29 17 58.6%
2022 24 10 41.7%
2023 27 15 55.6%
2024 30 15 50.0%
2025 42 7 16.7%
2026 16 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 623 0.5% 5.9% 77.7% 1.8%
2 471 0.0% 5.9% 85.8% 2.8%
3 306 0.0% 5.6% 90.8% 0.3%
4 210 0.0% 3.3% 93.3% 1.0%
5 129 0.0% 3.1% 87.6% 4.7%
6 91 0.0% 3.3% 92.3% 2.2%
7 52 0.0% 1.9% 96.2% 0.0%
8 36 0.0% 0.0% 94.4% 2.8%
9 19 0.0% 0.0% 94.7% 5.3%
10 13 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2008
0.0%
2009
0.0%
2010
0.0%
2011
0.8%
2012
0.9%
2013
0.0%
2014
0.0%
2015
0.0%
2016
0.0%
2017
0.0%
2018
0.0%
2019
0.0%
2020
0.0%
2021
0.0%
2022
0.0%
2023
1.5%
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.