AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner David G. Muller

Appears inactive Last observed office action: August 2025 (8 months ago).

Examiner David G. Muller appears to be about average relative to their peer examiners. Their lifetime grant ratio is 96.9%, they average 1.21 office actions per granted patent, and their rejection profile is dominated by §112 and elevated §112 usage.

Difficulty vs AU Very Easy
Difficulty vs Group About Average
Difficulty vs TC About Average
Difficulty vs USPTO Very Easy
Average OA / Grant 1.21
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Examiner Details

Observed Examiner Years
18 years (2008-2025)
Tech Center
2900 - Designs
Group
2900-WG - 2900-WG

Metrics

Applications Evaluated
1,130
Granted Applications
1,095
Non-Granted Applications
35
Avg OA / Grant
1.21
Last OA Observed
August 2025 (8 months ago)
Art Units Seen
2914
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 96.9% 1.21
Art Unit 29 95.5% 1.22
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 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025
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 2 2 100.0%
2009 1 1 100.0%
No observed data for 2010.
2011 124 120 96.8%
2012 104 99 95.2%
2013 100 98 98.0%
2014 119 110 92.4%
2015 55 51 92.7%
2016 89 89 100.0%
2017 122 118 96.7%
2018 80 78 97.5%
2019 85 84 98.8%
2020 83 82 98.8%
2021 90 90 100.0%
2022 37 37 100.0%
2023 20 20 100.0%
2024 12 11 91.7%
2025 7 5 71.4%
No observed data after 2025; examiner may have gone inactive or moved out of examining work.

1,095 family-cache-validated grants; 0 OA-only grant signals.

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 1,130 0.0% 0.4% 0.5% 93.8%
2 228 0.0% 0.9% 3.1% 91.2%
3 23 0.0% 0.0% 21.7% 73.9%
4 6 0.0% 0.0% 66.7% 33.3%
5 3 0.0% 0.0% 33.3% 0.0%