AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Samantha Miller

Appears inactive Last observed office action: September 2019 (80 months ago).

Examiner Samantha Miller appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 46.5%, they average 3.60 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 3.60
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Examiner Details

Observed Examiner Years
12 years (2008-2019)
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3740 - Thermal and Combustion Technology, Motive and Fluid Power Systems

Metrics

Applications Evaluated
565
Granted Applications
263
Non-Granted Applications
302
Avg OA / Grant
3.60
Last OA Observed
September 2019 (80 months ago)
Art Units Seen
3743 , 3749 , 3762
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 46.5% 3.60
Art Unit 34 49.9% 2.05
Group 447 58.2% 1.86
Tech Center 2,632 49.9% 2.01
USPTO 16,116 54.8% 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
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 41 10 24.4%
2009 53 8 15.1%
2010 55 19 34.5%
2011 53 18 34.0%
2012 42 12 28.6%
2013 29 14 48.3%
2014 45 16 35.6%
2015 40 16 40.0%
2016 49 30 61.2%
2017 58 44 75.9%
2018 71 55 77.5%
2019 29 21 72.4%
No observed data after 2019; examiner may have gone inactive or moved out of examining work.

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 595 0.3% 25.0% 70.4% 2.7%
2 462 0.2% 18.4% 76.0% 4.1%
3 291 0.3% 12.7% 79.0% 6.5%
4 204 0.0% 10.8% 78.4% 9.3%
5 117 0.9% 7.7% 78.6% 12.0%
6 78 0.0% 7.7% 83.3% 6.4%
7 48 0.0% 2.1% 93.8% 2.1%
8 31 0.0% 9.7% 64.5% 19.4%
9 8 0.0% 0.0% 75.0% 25.0%
10 4 0.0% 0.0% 25.0% 75.0%

§ 101 Yearly Trend

2014: Alice
0.0%
2008
0.6%
2009
0.0%
2010
0.0%
2011
0.7%
2012
0.7%
2013
0.0%
2014
0.0%
2015
0.0%
2016
1.4%
2017
0.0%
2018
0.0%
2019

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