AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Changqing Li

Examiner Changqing Li appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 20.7%, they average 3.08 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 3.08
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Examiner Details

Observed Examiner Years
9 years (2018-2026)
Phone
(571) 272-2334
Predicted Supervisor
Nikki H Dees
Supervisor Phone
(571) 270-3435
Tech Center
1700 - Chemical and Materials Engineering
Group
1790 - Food, Analytical Chemistry, Sterilization, Biochemistry, Electrochemistry

Metrics

Applications Evaluated
372
Granted Applications
77
Non-Granted Applications
295
Avg OA / Grant
3.08
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
1791 , 1793
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 20.7% 3.08
Art Unit 30 32.2% 2.59
Group 307 37.1% 2.11
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% 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 7 1 14.3%
2019 22 8 36.4%
2020 39 6 15.4%
2021 33 5 15.2%
2022 55 15 27.3%
2023 47 21 44.7%
2024 53 16 30.2%
2025 77 5 6.5%
2026 39 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 331 0.3% 4.8% 85.5% 4.2%
2 258 0.0% 4.3% 90.7% 2.3%
3 171 0.6% 0.0% 98.2% 0.6%
4 133 0.0% 1.5% 97.7% 0.8%
5 70 0.0% 0.0% 97.1% 2.9%
6 45 0.0% 0.0% 97.8% 2.2%
7 26 0.0% 3.8% 96.2% 0.0%
8 14 0.0% 0.0% 100.0% 0.0%
9 7 0.0% 0.0% 100.0% 0.0%
10 5 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2018
0.0%
2019
0.0%
2020
0.0%
2021
0.0%
2022
0.0%
2023
0.7%
2024
0.0%
2025
2.6%
2026

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