AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Maria El-Zoobi

Examiner Maria El-Zoobi appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 75.4%, they average 1.85 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 1.85
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Examiner Details

Observed Examiner Years
20 years (2007-2026)
Phone
(571) 270-3434
Predicted Supervisor
Carolyn Edward
Supervisor Phone
(571) 270-7136
Tech Center
2600 - Communications
Group
2650 - Speech Signal Processing, Linguistics, and Audio Compression

Metrics

Applications Evaluated
1,107
Granted Applications
835
Non-Granted Applications
272
Avg OA / Grant
1.85
Last OA Observed
March 2026 (1 months ago)
Art Units Seen
2614 , 2651 , 2652 , 2656 , 2692
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 75.4% 1.85
Art Unit 36 69.6% 1.67
Group 207 61.5% 1.87
Tech Center 1,729 59.3% 1.88
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2007 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
2007 3 1 33.3%
2008 43 20 46.5%
2009 48 26 54.2%
2010 30 21 70.0%
2011 49 36 73.5%
2012 56 34 60.7%
2013 79 69 87.3%
2014 87 71 81.6%
2015 78 66 84.6%
2016 71 55 77.5%
2017 62 53 85.5%
2018 60 47 78.3%
2019 53 42 79.2%
2020 60 55 91.7%
2021 53 49 92.5%
2022 72 58 80.6%
2023 67 55 82.1%
2024 65 56 86.2%
2025 54 21 38.9%
2026 17 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 1,107 0.7% 9.8% 81.3% 0.6%
2 541 0.7% 4.3% 81.9% 2.6%
3 206 0.5% 2.9% 89.8% 3.4%
4 99 1.0% 5.1% 80.8% 6.1%
5 47 0.0% 2.1% 83.0% 6.4%
6 24 0.0% 0.0% 91.7% 8.3%
7 9 0.0% 11.1% 88.9% 0.0%
8 4 0.0% 0.0% 75.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2007
0.0%
2008
0.0%
2009
0.0%
2010
0.0%
2011
0.8%
2012
0.6%
2013
2.9%
2014
0.0%
2015
1.5%
2016
0.8%
2017
0.0%
2018
0.0%
2019
0.0%
2020
1.1%
2021
0.9%
2022
0.0%
2023
0.0%
2024
1.3%
2025
11.8%
2026

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