AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Ghazal Sabour

Examiner Ghazal Sabour appears to be about average relative to their peer examiners. Their lifetime grant ratio is 11.3%, they average 1.63 office actions per granted patent, and their rejection profile is dominated by §103 and occasional §101 rejections.

Difficulty vs AU Very Easy
Difficulty vs Group Very Easy
Difficulty vs TC About Average
Difficulty vs USPTO About Average
Average OA / Grant 1.63
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Examiner Details

Observed Examiner Years
3 years (2024-2026)
Phone
(703) 756-1289
Predicted Supervisor
Larry D. Riggs
Supervisor Phone
(571) 270-3062
Tech Center
1600 - Biotechnology and Organic
Group
1680 - Nucleic Acid Assay and Combinatorial / Computational Chemistry

Metrics

Applications Evaluated
71
Granted Applications
8
Non-Granted Applications
63
Avg OA / Grant
1.63
Last OA Observed
July 2026 (0 months ago)
Art Units Seen
1672 , 1686
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 11.3% 1.63
Art Unit 12 7.2% 2.59
Group 65 7.1% 2.37
Tech Center 1,365 38.5% 2.02
USPTO 16,348 53.5% 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 18 3 16.7%
2025 26 5 19.2%
2026 27 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 67 7.5% 4.5% 64.2% 1.5%
2 44 6.8% 0.0% 84.1% 2.3%
3 20 0.0% 5.0% 70.0% 0.0%
4 8 0.0% 12.5% 50.0% 0.0%
5 4 0.0% 0.0% 50.0% 0.0%
6 2 0.0% 0.0% 50.0% 0.0%

§ 101 Yearly Trend

2024: AI Examples
2025: Aug. Memo
0.0%
2023
10.7%
2024
3.5%
2025
0.0%
2026

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