AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Aaron R Mcconnell

Examiner Aaron R Mcconnell appears to be about average relative to their peer examiners. Their lifetime grant ratio is 36.3%, they average 1.86 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 1.86
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Examiner Details

Observed Examiner Years
9 years (2018-2026)
Phone
(303) 297-4608
Predicted Supervisor
Brian Keller
Supervisor Phone
(571) 272-8548
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3720 - Manufacturing Devices and Processes, Machine Tools and Hand Tools

Metrics

Applications Evaluated
223
Granted Applications
81
Non-Granted Applications
142
Avg OA / Grant
1.86
Last OA Observed
March 2026 (3 months ago)
Art Units Seen
3723
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 36.3% 1.86
Art Unit 80 49.1% 1.69
Group 306 53.9% 1.76
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% 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 2018; examiner may not yet have been active in the available dataset.
2018 13 3 23.1%
2019 31 16 51.6%
2020 30 10 33.3%
2021 14 9 64.3%
2022 24 11 45.8%
2023 23 10 43.5%
2024 35 18 51.4%
2025 39 4 10.3%
2026 14 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 225 0.0% 7.6% 87.1% 0.4%
2 124 0.0% 6.5% 89.5% 1.6%
3 66 0.0% 3.0% 97.0% 0.0%
4 34 0.0% 0.0% 100.0% 0.0%
5 8 0.0% 0.0% 100.0% 0.0%
6 5 0.0% 0.0% 100.0% 0.0%
7 5 0.0% 0.0% 100.0% 0.0%
8 3 0.0% 0.0% 100.0% 0.0%
9 2 0.0% 0.0% 100.0% 0.0%