AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Zhen Liu

Examiner Zhen Liu appears to be about average relative to their peer examiners. Their lifetime grant ratio is 18.7%, they average 1.84 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 1.84
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Examiner Details

Observed Examiner Years
4 years (2023-2026)
Phone
(703) 756-4782
Predicted Supervisor
N/A
Supervisor Phone
N/A
Tech Center
1700 - Chemical and Materials Engineering
Group
1760 - Organic Chemistry, Polymers, Compositions

Metrics

Applications Evaluated
235
Granted Applications
44
Non-Granted Applications
191
Avg OA / Grant
1.84
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1767
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 18.7% 1.84
Art Unit 22 47.7% 2.28
Group 163 54.4% 2.03
Tech Center 1,713 47.3% 2.14
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2023; examiner may not yet have been active in the available dataset.
2023 2 0 0.0%
2024 63 22 34.9%
2025 131 22 16.8%
2026 39 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 234 0.0% 6.4% 90.2% 0.9%
2 168 0.0% 10.1% 89.9% 0.0%
3 88 0.0% 2.3% 95.5% 0.0%
4 37 0.0% 0.0% 100.0% 0.0%
5 11 0.0% 0.0% 100.0% 0.0%
6 2 0.0% 0.0% 100.0% 0.0%