AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Ariana Zimbouski

Examiner Ariana Zimbouski appears to be about average relative to their peer examiners. Their lifetime grant ratio is 62.9%, they average 2.42 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU About Average
Difficulty vs Group About Average
Difficulty vs TC About Average
Difficulty vs USPTO About Average
Average OA / Grant 2.42
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Examiner Details

Observed Examiner Years
16 years (2011-2026)
Phone
(571) 270-5217
Predicted Supervisor
Rebecca E Eisenberg
Supervisor Phone
(571) 270-5879
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3780 - Body Treatment, Kinesitherapy, and Exercising

Metrics

Applications Evaluated
612
Granted Applications
385
Non-Granted Applications
227
Avg OA / Grant
2.42
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
3761 , 3781
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 62.9% 2.42
Art Unit 56 47.1% 2.06
Group 288 43.4% 1.90
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% 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 2011; examiner may not yet have been active in the available dataset.
2011 1 1 100.0%
2012 12 2 16.7%
2013 35 14 40.0%
2014 40 21 52.5%
2015 36 26 72.2%
2016 44 31 70.5%
2017 48 30 62.5%
2018 72 51 70.8%
2019 66 45 68.2%
2020 51 39 76.5%
2021 45 35 77.8%
2022 33 26 78.8%
2023 35 24 68.6%
2024 26 21 80.8%
2025 53 19 35.8%
2026 15 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 601 0.3% 4.5% 69.9% 16.6%
2 345 0.0% 3.2% 79.4% 13.3%
3 180 0.0% 2.2% 82.8% 11.7%
4 112 0.0% 0.0% 87.5% 10.7%
5 64 0.0% 1.6% 85.9% 7.8%
6 35 0.0% 0.0% 80.0% 20.0%
7 20 0.0% 0.0% 70.0% 25.0%
8 10 0.0% 0.0% 80.0% 20.0%
9 5 0.0% 0.0% 80.0% 20.0%
10 4 0.0% 0.0% 75.0% 25.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2011
1.6%
2012
0.0%
2013
0.0%
2014
0.0%
2015
0.0%
2016
0.0%
2017
0.6%
2018
0.0%
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.