AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Abigail M Ziegler

Examiner Abigail M Ziegler appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 22.3%, they average 3.52 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 3.52
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Examiner Details

Observed Examiner Years
6 years (2021-2026)
Phone
(571) 272-1991
Predicted Supervisor
Joanne Rodden
Supervisor Phone
(303) 297-4276
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3790 - Medical Instruments, Diagnostic Equipment, and Treatment Devices

Metrics

Applications Evaluated
139
Granted Applications
31
Non-Granted Applications
108
Avg OA / Grant
3.52
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3794
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 22.3% 3.52
Art Unit 48 41.0% 2.24
Group 327 40.3% 2.25
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% 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 2021; examiner may not yet have been active in the available dataset.
2021 1 0 0.0%
2022 14 3 21.4%
2023 32 13 40.6%
2024 21 8 38.1%
2025 50 7 14.0%
2026 21 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 139 0.0% 5.0% 80.6% 2.2%
2 115 0.0% 4.3% 89.6% 1.7%
3 81 0.0% 1.2% 95.1% 3.7%
4 61 0.0% 3.3% 96.7% 0.0%
5 34 0.0% 8.8% 85.3% 5.9%
6 21 0.0% 4.8% 90.5% 4.8%
7 10 0.0% 0.0% 80.0% 10.0%
8 4 0.0% 0.0% 100.0% 0.0%
9 1 0.0% 0.0% 100.0% 0.0%
10 1 0.0% 0.0% 100.0% 0.0%