AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Aiying Zhao

Examiner Aiying Zhao appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 37.3%, they average 3.28 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 3.28
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Examiner Details

Observed Examiner Years
9 years (2018-2026)
Phone
(571) 272-3326
Predicted Supervisor
N/A
Supervisor Phone
N/A
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3730 - Sheet Container Making, Package Making, Apparel, and Tool Driving

Metrics

Applications Evaluated
407
Granted Applications
152
Non-Granted Applications
255
Avg OA / Grant
3.28
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3732
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 37.3% 3.28
Art Unit 47 37.9% 2.39
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% 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 8 0 0.0%
2019 39 6 15.4%
2020 39 10 25.6%
2021 46 19 41.3%
2022 53 20 37.7%
2023 56 35 62.5%
2024 66 41 62.1%
2025 58 21 36.2%
2026 42 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 400 0.5% 3.3% 84.0% 8.5%
2 289 0.0% 2.4% 82.0% 12.8%
3 165 0.0% 3.0% 86.1% 9.1%
4 119 0.8% 0.8% 80.7% 15.1%
5 53 0.0% 1.9% 84.9% 13.2%
6 35 0.0% 0.0% 82.9% 14.3%
7 16 0.0% 0.0% 62.5% 37.5%
8 7 0.0% 0.0% 42.9% 57.1%
9 5 0.0% 0.0% 20.0% 80.0%
10 2 0.0% 0.0% 0.0% 100.0%

§ 101 Yearly Trend

2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2018
0.0%
2019
0.0%
2020
0.0%
2021
0.6%
2022
0.0%
2023
0.0%
2024
1.6%
2025
0.0%
2026

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