AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Michael C Zarroli

Examiner Michael C Zarroli appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 68.7%, they average 1.30 office actions per granted patent, and their rejection profile leans toward §103 and elevated §112 usage.

Difficulty vs AU Very Easy
Difficulty vs Group Very Easy
Difficulty vs TC Very Easy
Difficulty vs USPTO Very Easy
Average OA / Grant 1.30
Export
Word PDF

Create account to export.

Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-2101
Predicted Supervisor
Ramon Mercado
Supervisor Phone
(571) 270-5744
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3640 - Aeronautics, Agriculture, Weaponry, Nuclear Systems, Licensing and Review

Metrics

Applications Evaluated
970
Granted Applications
666
Non-Granted Applications
304
Avg OA / Grant
1.30
Last OA Observed
July 2026 (1 months ago)
Art Units Seen
2831 , 2833 , 2839 , 3649 , 3658 , 3664
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 68.7% 1.30
Art Unit 16 52.1% 1.96
Group 278 54.3% 1.75
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 38 34 89.5%
2009 69 53 76.8%
2010 57 51 89.5%
2011 43 32 74.4%
2012 61 40 65.6%
2013 43 33 76.7%
2014 37 26 70.3%
2015 54 33 61.1%
2016 60 36 60.0%
2017 40 22 55.0%
2018 60 34 56.7%
2019 61 37 60.7%
2020 72 47 65.3%
2021 39 30 76.9%
2022 51 39 76.5%
2023 57 48 84.2%
2024 45 41 91.1%
2025 57 30 52.6%
2026 26 0 0.0%

666 family-cache-validated grants; 0 OA-only grant signals.

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 969 1.4% 16.0% 40.8% 39.5%
2 209 1.9% 15.3% 42.1% 35.4%
3 44 2.3% 20.5% 40.9% 34.1%
4 16 6.3% 25.0% 25.0% 37.5%
5 4 0.0% 25.0% 0.0% 75.0%
6 3 0.0% 33.3% 33.3% 33.3%
7 2 0.0% 50.0% 0.0% 50.0%
8 2 0.0% 50.0% 50.0% 0.0%
9 2 0.0% 50.0% 50.0% 0.0%
10 2 0.0% 50.0% 0.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
6.0%
2008
0.0%
2009
0.0%
2010
1.9%
2011
0.0%
2012
1.9%
2013
1.9%
2014
1.3%
2015
1.3%
2016
6.4%
2017
1.2%
2018
1.2%
2019
1.1%
2020
0.0%
2021
3.3%
2022
1.4%
2023
0.0%
2024
1.4%
2025
0.0%
2026

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