Examiner Keegan Gumbs

Grant ratio: 40.0% (61st percentile in Art Unit 3751 among examiners with at least 20 applications). Average office actions per grant: 1.90. Most common rejection type: §103.

Appears inactive Last office action in data: January 2011
Grant ratio 40.0%
Average office actions / grant 1.90
Compared with Art unit About average
Compared with Work group Very hard
Compared with Technology center About average
Compared with USPTO About average

Examiner record

Examiner ID
86381
Primary art unit
3751
Work group
3750
Technology center
3700
Applications
75
Granted applications
30

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 12 29.6% 1.55
Group 162 53.4% 1.75
Tech Center 2,671 48.4% 2.01
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 1.57 118 office actions across 75 applications
Applications with office actions 100.0% 75 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 45 60.0%
2 OAs 22 29.3%
3 OAs 4 5.3%
4 OAs 3 4.0%
5+ OAs 1 1.3%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2009: 30.8% 2009 2010: 48.6% 2010 2011: 100.0% 2011

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2009391230.8%
2010351748.6%
201111100.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 75 0.0% 10.7% 77.3% 6.7%
Action 2 30 0.0% 20.0% 70.0% 6.7%
Action 3 8 0.0% 0.0% 87.5% 0.0%
Action 4 4 0.0% 0.0% 75.0% 0.0%
Action 5 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years N/A 0 of 0 office actions
All years 0.0% 0 of 118 office actions
Change N/A 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%
0.0%
0.0%

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

PTAB appeals

No PTAB decisions could be matched to this examiner.

Older and transferred applications may not have a reliable examiner match. Data through Aug. 27, 2026.

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