Examiner Lisa Horth

Grant ratio: 30.2% (88th percentile in Art Unit 1681 among examiners with at least 20 applications). Average office actions per grant: 2.11. Most common rejection type: §103.

Potentially inactive Last office action in data: August 2026
Grant ratio 30.2%
Average office actions / grant 2.11
Compared with Art unit Very easy
Compared with Work group Very easy
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
98446
Primary art unit
1681
Work group
1680
Technology center
1600
Applications
63
Granted applications
19

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 4 15.3% 2.28
Group 68 6.1% 2.37
Tech Center 1,383 37.4% 2.02
USPTO 16,620 51.8% 1.98

Office actions per application

Average office actions per application 2.14 141 office actions across 66 applications
Applications with office actions 100.0% 66 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 22 33.3%
2 OAs 26 39.4%
3 OAs 9 13.6%
4 OAs 6 9.1%
5+ OAs 3 4.5%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2023: 100.0% 2023 2024: 57.1% 2024 2025: 33.3% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
202311100.0%
2024211257.1%
202518633.3%
20262300.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 66 7.6% 6.1% 56.1% 25.8%
Action 2 44 11.4% 6.8% 20.5% 59.1%
Action 3 18 16.7% 11.1% 44.4% 27.8%
Action 4 9 11.1% 0.0% 22.2% 66.7%
Action 5 3 0.0% 33.3% 66.7% 0.0%
Action 6 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 9.9% 14 of 141 office actions
All years 9.9% 14 of 141 office actions
Change 0.0 pts Percentage points

Last 3 years: 2023-10-23–2026-10-23. All years includes every dated office action in the data.

By year

0.0%
2024: AI examples
7.7%
2025: August memo
6.1%
18.9%

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 Oct. 30, 2026.

Job History

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