Examiner Miguel A Lopez

Grant ratio: 0.0% (10th percentile in Art Unit 2496 among examiners with at least 20 applications). Most common rejection type: §103.

Recently active Last office action in data: October 2026
Grant ratio 0.0%
Average office actions / grant N/A
Compared with Art unit Very hard
Compared with Work group Very hard
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
98831
Primary art unit
2496
Work group
2490
Technology center
2400
Applications
68
Granted applications
0
Examiner phone
(703) 756-1241

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 15 43.8% 2.25
Group 202 60.0% 2.06
Tech Center 1,771 57.4% 2.14
USPTO 16,620 51.8% 1.98

Office actions per application

Average office actions per application 2.81 191 office actions across 68 applications
Applications with office actions 89.7% 61 applications
Office actionsApplicationsShare of applications
No OA observed 7 10.3%
1 OA 14 20.6%
2 OAs 15 22.1%
3 OAs 8 11.8%
4 OAs 8 11.8%
5+ OAs 16 23.5%

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

Grant history

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

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2023100.0%
20241000.0%
20251500.0%
20264200.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 61 0.0% 39.3% 57.4% 3.3%
Action 2 47 0.0% 21.3% 74.5% 2.1%
Action 3 32 0.0% 15.6% 81.3% 3.1%
Action 4 24 0.0% 12.5% 83.3% 4.2%
Action 5 16 0.0% 6.3% 87.5% 6.3%
Action 6 7 0.0% 0.0% 85.7% 14.3%
Action 7 3 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 191 office actions
All years 0.0% 0 of 191 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
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, 1 affirmed in part, and 0 reversed.

Full reversal rate
0.0% 0/1 decisions
Full or partial reversal rate
100.0% 1/1 decisions
Median appeal duration
6.8 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Aug. 21, 2026 18/166,717 Affirmed in part §102 · §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 Oct. 30, 2026.

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