AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Emily E Freeman

Examiner Emily E Freeman appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 48.9%, they average 2.53 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 About Average
Difficulty vs USPTO Very Hard
Average OA / Grant 2.53
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Examiner Details

Observed Examiner Years
6 years (2021-2026)
Phone
(571) 272-1498
Predicted Supervisor
Miriam Stagg
Supervisor Phone
(571) 270-5256
Tech Center
1700 - Chemical and Materials Engineering
Group
1720 - Fuel Cells, Batteries, Solar Cells, Liquid Crystal Composition

Metrics

Applications Evaluated
186
Granted Applications
91
Non-Granted Applications
95
Avg OA / Grant
2.53
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1724
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 48.9% 2.53
Art Unit 24 55.4% 2.04
Group 253 48.9% 2.20
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% 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 2021; examiner may not yet have been active in the available dataset.
2021 2 1 50.0%
2022 25 18 72.0%
2023 44 30 68.2%
2024 36 29 80.6%
2025 44 13 29.5%
2026 35 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 177 2.3% 9.0% 80.8% 0.6%
2 135 0.0% 21.5% 77.0% 0.0%
3 71 0.0% 21.1% 74.6% 1.4%
4 44 0.0% 13.6% 86.4% 0.0%
5 17 0.0% 17.6% 82.4% 0.0%
6 10 0.0% 30.0% 70.0% 0.0%
7 1 0.0% 100.0% 0.0% 0.0%

§ 101 Yearly Trend

2024: AI Examples
2025: Aug. Memo
0.0%
2021
1.0%
2022
1.8%
2023
1.0%
2024
0.0%
2025
0.0%
2026

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