AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Darlene Garcia-Guerra

Examiner Darlene Garcia-Guerra appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 19.4%, they average 3.93 office actions per granted patent, and their rejection profile is dominated by §103 and occasional §101 rejections.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 3.93
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Examiner Details

Observed Examiner Years
17 years (2010-2026)
Phone
(571) 270-3339
Predicted Supervisor
Peter Choi
Supervisor Phone
(571) 272-6971
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3680 - Business Methods: Electronic Shopping and Health Care

Metrics

Applications Evaluated
576
Granted Applications
112
Non-Granted Applications
464
Avg OA / Grant
3.93
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
3623 , 3625 , 3683
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 19.4% 3.93
Art Unit 32 25.3% 3.00
Group 288 29.2% 2.79
Tech Center 2,337 48.0% 2.11
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2010; examiner may not yet have been active in the available dataset.
2010 1 0 0.0%
2011 6 0 0.0%
2012 15 3 20.0%
2013 21 4 19.0%
2014 34 1 2.9%
2015 38 2 5.3%
2016 33 0 0.0%
2017 43 3 7.0%
2018 34 5 14.7%
2019 38 9 23.7%
2020 36 10 27.8%
2021 36 4 11.1%
2022 54 21 38.9%
2023 45 16 35.6%
2024 58 20 34.5%
2025 62 14 22.6%
2026 22 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 572 3.1% 1.9% 93.0% 1.6%
2 448 5.6% 0.9% 90.6% 2.5%
3 307 6.8% 0.0% 89.6% 3.6%
4 228 12.3% 0.0% 85.1% 2.6%
5 124 10.5% 0.0% 87.1% 1.6%
6 83 14.5% 0.0% 84.3% 1.2%
7 47 12.8% 0.0% 85.1% 2.1%
8 29 17.2% 0.0% 82.8% 0.0%
9 14 21.4% 0.0% 71.4% 7.1%
10 9 44.4% 0.0% 44.4% 11.1%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2008
0.0%
2009
0.0%
2010
0.0%
2011
0.0%
2012
0.0%
2013
0.0%
2014
0.8%
2015
3.1%
2016
11.8%
2017
12.9%
2018
4.1%
2019
4.2%
2020
4.2%
2021
6.8%
2022
10.9%
2023
20.8%
2024
26.2%
2025
31.8%
2026

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