AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Michelle M Koeth

Examiner Michelle M Koeth appears to be about average relative to their peer examiners. Their lifetime grant ratio is 70.3%, they average 2.10 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 About Average
Difficulty vs USPTO About Average
Average OA / Grant 2.10
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Examiner Details

Observed Examiner Years
15 years (2012-2026)
Phone
(571) 272-5908
Predicted Supervisor
Vincent Rudolph
Supervisor Phone
(571) 272-8243
Tech Center
2600 - Communications
Group
2630 - Digital and Optical Communications / Digital Cameras

Metrics

Applications Evaluated
465
Granted Applications
327
Non-Granted Applications
138
Avg OA / Grant
2.10
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
2632 , 2656 , 2658 , 2671
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 70.3% 2.10
Art Unit 22 78.5% 1.79
Group 98 73.7% 1.65
Tech Center 1,729 59.3% 1.88
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2012; examiner may not yet have been active in the available dataset.
2012 10 8 80.0%
2013 48 37 77.1%
2014 39 34 87.2%
2015 45 32 71.1%
2016 50 40 80.0%
2017 35 27 77.1%
2018 32 23 71.9%
2019 33 21 63.6%
2020 37 32 86.5%
2021 33 28 84.8%
2022 36 26 72.2%
2023 12 9 75.0%
2024 3 3 100.0%
2025 31 7 22.6%
2026 21 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
1 465 1.5% 1.5% 91.2% 4.7%
2 299 0.3% 0.7% 96.0% 2.7%
3 141 0.0% 0.0% 97.2% 2.8%
4 76 0.0% 1.3% 97.4% 1.3%
5 24 0.0% 0.0% 91.7% 8.3%
6 10 0.0% 0.0% 90.0% 10.0%
7 5 0.0% 0.0% 100.0% 0.0%
8 4 0.0% 0.0% 100.0% 0.0%
9 3 0.0% 0.0% 100.0% 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%
2012
0.9%
2013
0.0%
2014
4.6%
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
0.0%
2024
4.5%
2025
0.0%
2026

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