AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Lucy Lieberman

Appears inactive Last observed office action: January 2015 (134 months ago).

Examiner Lucy Lieberman appears to be about average relative to their peer examiners. Their lifetime grant ratio is 97.1%, they average 1.32 office actions per granted patent, and their rejection profile is dominated by §112 and elevated §112 usage.

Difficulty vs AU About Average
Difficulty vs Group About Average
Difficulty vs TC About Average
Difficulty vs USPTO Very Easy
Average OA / Grant 1.32
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Examiner Details

Observed Examiner Years
8 years (2008-2015)
Tech Center
2900 - Designs
Group
2900-WG - 2900-WG

Metrics

Applications Evaluated
340
Granted Applications
330
Non-Granted Applications
10
Avg OA / Grant
1.32
Last OA Observed
January 2015 (134 months ago)
Art Units Seen
2913
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 97.1% 1.32
Art Unit 29 92.7% 1.24
Group 461 95.1% 1.19
Tech Center 486 94.9% 1.20
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
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 52 51 98.1%
2009 49 47 95.9%
2010 60 58 96.7%
2011 45 44 97.8%
2012 51 50 98.0%
2013 43 42 97.7%
2014 39 37 94.9%
2015 1 1 100.0%
No observed data after 2015; examiner may have gone inactive or moved out of examining work.

330 family-cache-validated grants; 1 OA-only grant signals.

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 340 0.0% 0.0% 1.5% 82.1%
2 102 0.0% 0.0% 0.0% 85.3%
3 7 0.0% 0.0% 0.0% 100.0%