AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Caroline D Liott

Examiner Caroline D Liott appears to be about average relative to their peer examiners. Their lifetime grant ratio is 14.3%, they average 1.50 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 1.50
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Examiner Details

Observed Examiner Years
3 years (2024-2026)
Phone
(703) 756-1836
Predicted Supervisor
Coris Fung
Supervisor Phone
(571) 270-5713
Tech Center
1700 - Chemical and Materials Engineering
Group
1730 - Metallurgy, Inorganic Chemistry, Catalysts, Electrophotography, Photolithography

Metrics

Applications Evaluated
70
Granted Applications
10
Non-Granted Applications
60
Avg OA / Grant
1.50
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1732
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 14.3% 1.50
Art Unit 29 53.2% 1.92
Group 185 51.5% 1.97
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% 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 2024; examiner may not yet have been active in the available dataset.
2024 2 1 50.0%
2025 44 9 20.5%
2026 24 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 69 1.4% 1.4% 78.3% 0.0%
2 36 0.0% 5.6% 83.3% 5.6%
3 9 0.0% 0.0% 77.8% 0.0%
4 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2024: AI Examples
2025: Aug. Memo
0.0%
2024
0.0%
2025
4.2%
2026

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