AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Liang Dong

Examiner Liang Dong appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 43.4%, they average 2.77 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU About Average
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 2.77
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Examiner Details

Observed Examiner Years
13 years (2014-2026)
Phone
(571) 270-0479
Predicted Supervisor
Ashley Boyer
Supervisor Phone
(571) 272-4502
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3720 - Manufacturing Devices and Processes, Machine Tools and Hand Tools

Metrics

Applications Evaluated
546
Granted Applications
237
Non-Granted Applications
309
Avg OA / Grant
2.77
Last OA Observed
March 2026 (3 months ago)
Art Units Seen
3724
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 43.4% 2.77
Art Unit 31 42.0% 2.15
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% 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 2014; examiner may not yet have been active in the available dataset.
2014 4 1 25.0%
2015 36 15 41.7%
2016 34 18 52.9%
2017 43 16 37.2%
2018 52 32 61.5%
2019 54 28 51.9%
2020 42 27 64.3%
2021 45 28 62.2%
2022 42 26 61.9%
2023 32 11 34.4%
2024 57 25 43.9%
2025 60 10 16.7%
2026 45 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 540 0.0% 11.3% 80.7% 7.0%
2 378 0.0% 6.6% 87.8% 5.6%
3 215 0.0% 5.6% 87.0% 7.4%
4 133 0.0% 5.3% 85.0% 8.3%
5 68 0.0% 2.9% 91.2% 5.9%
6 37 0.0% 5.4% 81.1% 13.5%
7 18 0.0% 11.1% 88.9% 0.0%
8 11 0.0% 9.1% 72.7% 18.2%
9 7 0.0% 0.0% 100.0% 0.0%
10 3 0.0% 0.0% 66.7% 33.3%