AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Reham K Abouzahra

Examiner Reham K Abouzahra appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 7.0%, they average 3.85 office actions per granted patent, and their rejection profile is dominated by §103 and occasional §101 rejections.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 3.85
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Examiner Details

Observed Examiner Years
9 years (2018-2026)
Phone
(571) 272-0419
Predicted Supervisor
Brian Epstein
Supervisor Phone
(571) 270-5389
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3680 - Business Methods: Electronic Shopping and Health Care

Metrics

Applications Evaluated
186
Granted Applications
13
Non-Granted Applications
173
Avg OA / Grant
3.85
Last OA Observed
June 2026 (1 months ago)
Art Units Seen
3625 , 3683
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 7.0% 3.85
Art Unit 32 24.9% 3.00
Group 287 29.0% 2.80
Tech Center 2,366 46.9% 2.11
USPTO 16,347 53.5% 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 1 0 0.0%
2019 13 1 7.7%
2020 23 2 8.7%
2021 15 1 6.7%
2022 25 2 8.0%
2023 22 5 22.7%
2024 27 1 3.7%
2025 30 1 3.3%
2026 30 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 184 4.3% 3.8% 89.1% 1.1%
2 143 21.0% 0.7% 76.9% 0.7%
3 88 17.0% 0.0% 80.7% 1.1%
4 72 23.6% 0.0% 72.2% 2.8%
5 31 12.9% 0.0% 83.9% 3.2%
6 23 21.7% 0.0% 78.3% 0.0%
7 13 30.8% 0.0% 69.2% 0.0%
8 9 22.2% 0.0% 77.8% 0.0%
9 5 40.0% 0.0% 40.0% 20.0%
10 3 66.7% 0.0% 33.3% 0.0%

§ 101 Yearly Trend

2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2018
6.8%
2019
6.8%
2020
7.4%
2021
21.6%
2022
20.8%
2023
15.7%
2024
30.9%
2025
19.4%
2026

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