Examiner David Zarneke

Grant ratio: 64.1% (54th percentile in Art Unit 2891 among examiners with at least 20 applications). Average office actions per grant: 2.10. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 64.1%
Average office actions / grant 2.10
Compared with Art unit About average
Compared with Work group About average
Compared with Technology center About average
Compared with USPTO About average

Examiner record

Examiner ID
74556
Primary art unit
2891
Work group
2890
Technology center
2800
Applications
860
Granted applications
551
Examiner phone
(571) 272-1937
Supervisor
Matt Landau
Supervisor phone
(571) 272-1731

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 28 55.9% 1.85
Group 288 53.7% 1.76
Tech Center 2,413 62.4% 1.69
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.32 1,993 office actions across 860 applications
Applications with office actions 99.1% 852 applications
Office actionsApplicationsShare of applications
No OA observed 8 0.9%
1 OA 396 46.0%
2 OAs 196 22.8%
3 OAs 95 11.0%
4 OAs 72 8.4%
5+ OAs 93 10.8%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 58.2% 2008 2009: 50.0% 2009 2010: 70.3% 2010 2011: 80.8% 2011 2012: 51.7% 2012 2013: 45.5% 2013 2014: 67.4% 2014 2015: 53.8% 2015 2016: 63.6% 2016 2017: 74.5% 2017 2018: 68.4% 2018 2019: 80.4% 2019 2020: 78.3% 2020 2021: 68.4% 2021 2022: 83.3% 2022 2023: 86.2% 2023 2024: 82.9% 2024 2025: 47.3% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008553258.2%
2009482450.0%
2010372670.3%
2011262180.8%
2012291551.7%
2013331545.5%
2014432967.4%
2015261453.8%
2016442863.6%
2017554174.5%
2018382668.4%
2019463780.4%
2020695478.3%
2021573968.4%
2022544583.3%
2023585086.2%
2024352982.9%
2025552647.3%
20265200.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 852 0.0% 2.2% 79.5% 0.4%
Action 2 456 0.2% 1.5% 89.5% 0.2%
Action 3 260 0.0% 1.2% 92.3% 0.0%
Action 4 165 0.0% 1.8% 92.7% 1.2%
Action 5 93 0.0% 0.0% 100.0% 0.0%
Action 6 68 0.0% 0.0% 98.5% 0.0%
Action 7 36 0.0% 0.0% 100.0% 0.0%
Action 8 24 0.0% 0.0% 95.8% 0.0%
Action 9 12 0.0% 0.0% 100.0% 0.0%
Action 10 8 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.0% 0 of 276 office actions
All years 0.1% 1 of 1,993 office actions
Change -0.1 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%
0.0%
0.0%
0.0%
0.0%
0.0%
2014: Alice
0.0%
0.0%
0.0%
0.0%
0.0%
2019: PEG
0.0%
0.0%
0.0%
1.1%
0.0%
2024: AI examples
0.0%
2025: August memo
0.0%
0.0%

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

PTAB appeals

Matched decisions: 9. Merits outcomes: 5 affirmed, 1 affirmed in part, and 3 reversed.

Full reversal rate
33.3% 3/9 decisions
Full or partial reversal rate
44.4% 4/9 decisions
Median appeal duration
12.4 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Nov. 21, 2025 18/132,629 Reversed §102 · §103
Sep. 19, 2023 15/070,231 Affirmed §103
Oct. 4, 2021 16/044,363 Reversed §103
Sep. 16, 2020 15/057,622 Affirmed N/A
Mar. 20, 2020 13/478,010 Affirmed §103
Aug. 13, 2019 13/930,607 Affirmed §103
Dec. 12, 2018 14/037,185 Affirmed in part §103
Aug. 27, 2018 13/753,193 Reversed §103
Aug. 31, 2017 13/478,211 Affirmed §103

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.

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