AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Marlon A Arce

Examiner Marlon A Arce appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 81.4%, they average 1.43 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU About Average
Difficulty vs Group Very Easy
Difficulty vs TC Very Easy
Difficulty vs USPTO Very Easy
Average OA / Grant 1.43
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-1341
Predicted Supervisor
Valentin Neacsu
Supervisor Phone
(571) 272-6265
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3610 - Surface Transportation

Metrics

Applications Evaluated
1,272
Granted Applications
1,035
Non-Granted Applications
237
Avg OA / Grant
1.43
Last OA Observed
July 2026 (1 months ago)
Art Units Seen
3611
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 81.4% 1.43
Art Unit 35 58.8% 1.42
Group 159 60.2% 1.45
Tech Center 2,366 46.9% 2.11
USPTO 16,347 53.5% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026
Shaded region marks the last two observed years, where grant outcomes may lag due to recency.
Year Applications Granted Grant Rate
No observed data before 2008; examiner may not yet have been active in the available dataset.
2008 59 45 76.3%
2009 90 74 82.2%
2010 89 76 85.4%
2011 61 46 75.4%
2012 64 50 78.1%
2013 88 80 90.9%
2014 70 62 88.6%
2015 71 63 88.7%
2016 84 76 90.5%
2017 67 57 85.1%
2018 58 52 89.7%
2019 62 55 88.7%
2020 67 62 92.5%
2021 63 55 87.3%
2022 50 41 82.0%
2023 64 59 92.2%
2024 65 54 83.1%
2025 65 28 43.1%
2026 35 0 0.0%

1,035 family-cache-validated grants; 0 OA-only grant signals.

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 1,269 0.6% 21.7% 57.1% 16.9%
2 399 0.3% 27.6% 60.2% 9.8%
3 83 0.0% 34.9% 54.2% 9.6%
4 29 0.0% 24.1% 65.5% 10.3%
5 8 0.0% 50.0% 37.5% 12.5%
6 4 0.0% 0.0% 75.0% 25.0%
7 3 0.0% 33.3% 0.0% 66.7%
8 1 0.0% 0.0% 100.0% 0.0%
9 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.9%
2008
0.0%
2009
0.8%
2010
0.0%
2011
0.0%
2012
0.0%
2013
0.0%
2014
0.0%
2015
0.9%
2016
0.0%
2017
0.0%
2018
0.0%
2019
1.2%
2020
0.0%
2021
0.0%
2022
2.6%
2023
1.2%
2024
1.2%
2025
0.0%
2026

Each bar shows the share of this examiner's observed office actions in that year that included a § 101 rejection.