AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Grace Q Li

Examiner Grace Q Li appears to be about average relative to their peer examiners. Their lifetime grant ratio is 66.8%, they average 2.09 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 2.09
Export
Word PDF

Create account to export.

Examiner Details

Observed Examiner Years
13 years (2014-2026)
Phone
(571) 270-0497
Predicted Supervisor
Devona Faulk
Supervisor Phone
(571) 272-7515
Tech Center
2600 - Communications
Group
2610 - Computer Graphic Processing and Hardware

Metrics

Applications Evaluated
385
Granted Applications
257
Non-Granted Applications
128
Avg OA / Grant
2.09
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
2611 , 2618
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 66.8% 2.09
Art Unit 37 51.4% 1.87
Group 290 50.2% 1.92
Tech Center 1,729 59.3% 1.88
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 1 1 100.0%
2015 26 18 69.2%
2016 29 19 65.5%
2017 32 24 75.0%
2018 36 20 55.6%
2019 38 29 76.3%
2020 39 33 84.6%
2021 39 35 89.7%
2022 30 24 80.0%
2023 26 21 80.8%
2024 16 12 75.0%
2025 52 21 40.4%
2026 21 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 383 1.8% 0.5% 91.6% 1.8%
2 214 3.3% 2.3% 84.6% 9.3%
3 111 0.0% 0.0% 95.5% 4.5%
4 51 0.0% 0.0% 94.1% 3.9%
5 18 0.0% 0.0% 100.0% 0.0%
6 12 0.0% 0.0% 100.0% 0.0%
7 7 0.0% 0.0% 100.0% 0.0%
8 2 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%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2014
0.0%
2015
1.2%
2016
1.4%
2017
2.3%
2018
0.0%
2019
1.3%
2020
1.3%
2021
0.0%
2022
6.3%
2023
7.0%
2024
2.4%
2025
4.5%
2026

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