Examiner Ghazal Sabour

Grant ratio: 10.5% (56th percentile in Art Unit 1686 among examiners with at least 20 applications). Average office actions per grant: 1.63. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 10.5%
Average office actions / grant 1.63
Compared with Art unit Very easy
Compared with Work group Very easy
Compared with Technology center About average
Compared with USPTO About average

Examiner record

Examiner ID
98542
Primary art unit
1686
Work group
1680
Technology center
1600
Applications
76
Granted applications
8
Examiner phone
(703) 756-1289
Supervisor
Larry D. Riggs
Supervisor phone
(571) 270-3062

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 12 6.8% 2.59
Group 68 6.4% 2.37
Tech Center 1,373 38.0% 2.02
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.05 156 office actions across 76 applications
Applications with office actions 94.7% 72 applications
Office actionsApplicationsShare of applications
No OA observed 4 5.3%
1 OA 25 32.9%
2 OAs 27 35.5%
3 OAs 10 13.2%
4 OAs 6 7.9%
5+ OAs 4 5.3%

Each application is counted once. “5+” includes all higher counts.

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2024: 16.7% 2024 2025: 20.0% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
202418316.7%
202525520.0%
20263300.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 72 8.3% 4.2% 65.3% 2.8%
Action 2 47 6.4% 0.0% 83.0% 4.3%
Action 3 20 0.0% 5.0% 70.0% 0.0%
Action 4 10 0.0% 10.0% 60.0% 0.0%
Action 5 4 0.0% 0.0% 50.0% 0.0%
Action 6 3 0.0% 0.0% 33.3% 0.0%

Section 101 rejections

Last 3 years 5.8% 9 of 156 office actions
All years 5.8% 9 of 156 office actions
Change 0.0 pts Percentage points

Last 3 years: 2023-08-28–2026-08-28. All years includes every dated office action in the data.

By year

0.0%
2024: AI examples
10.7%
2025: August memo
3.5%
2.4%

Each bar is the percentage of office actions with a §101 rejection.

PTAB appeals

Matched decisions: 1. Merits outcomes: 1 affirmed, 0 affirmed in part, and 0 reversed.

Full reversal rate
0.0% 0/1 decisions
Full or partial reversal rate
0.0% 0/1 decisions
Median appeal duration
8.0 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jun. 30, 2026 17/219,257 Affirmed §101

The examiner match uses the last recorded office action before the decision. Reversal rates exclude rehearings, remands, dismissals, and other decisions that did not reach the merits. Data through Aug. 27, 2026.

Job History

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