Examiner Madeline Runco

Grant ratio: 58.1% (38th percentile in Art Unit 3671 among examiners with at least 20 applications). Average office actions per grant: 1.90. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 58.1%
Average office actions / grant 1.90
Compared with Art unit About average
Compared with Work group Very hard
Compared with Technology center Very easy
Compared with USPTO Very easy

Examiner record

Examiner ID
95330
Primary art unit
3671
Work group
3670
Technology center
3600
Applications
303
Granted applications
176
Examiner phone
(469) 295-9123
Supervisor
Joseph Rocca
Supervisor phone
(571) 272-8971

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 34 57.4% 1.61
Group 238 58.8% 1.84
Tech Center 2,381 46.2% 2.12
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 1.78 538 office actions across 303 applications
Applications with office actions 99.3% 301 applications
Office actionsApplicationsShare of applications
No OA observed 2 0.7%
1 OA 155 51.2%
2 OAs 94 31.0%
3 OAs 24 7.9%
4 OAs 21 6.9%
5+ OAs 7 2.3%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2020: 63.2% 2020 2021: 94.7% 2021 2022: 66.7% 2022 2023: 72.2% 2023 2024: 71.8% 2024 2025: 52.2% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2020191263.2%
2021383694.7%
2022392666.7%
2023543972.2%
2024392871.8%
2025673552.2%
20264700.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 301 0.0% 11.0% 76.1% 12.6%
Action 2 146 0.0% 9.6% 78.8% 10.3%
Action 3 52 0.0% 1.9% 84.6% 13.5%
Action 4 28 0.0% 7.1% 89.3% 3.6%
Action 5 7 0.0% 14.3% 71.4% 14.3%
Action 6 2 0.0% 0.0% 50.0% 50.0%
Action 7 1 0.0% 0.0% 100.0% 0.0%
Action 8 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.0% 0 of 254 office actions
All years 0.0% 0 of 538 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%
0.0%
0.0%
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: 1. Merits outcomes: 0 affirmed, 0 affirmed in part, and 1 reversed.

Full reversal rate
100.0% 1/1 decisions
Full or partial reversal rate
100.0% 1/1 decisions
Median appeal duration
12.5 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Apr. 19, 2024 16/360,878 Reversed §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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