AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Heidi Riviere

Appears inactive Last observed office action: August 2025 (7 months ago).

Examiner Heidi Riviere appears to be about average relative to their peer examiners. Their lifetime grant ratio is 17.4%, they average 2.59 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Easy
Difficulty vs Group About Average
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 2.59
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Examiner Details

Observed Examiner Years
18 years (2008-2025)
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3680 - Business Methods: Electronic Shopping and Health Care

Metrics

Applications Evaluated
235
Granted Applications
41
Non-Granted Applications
194
Avg OA / Grant
2.59
Last OA Observed
August 2025 (7 months ago)
Art Units Seen
1765 , 1773 , 1783 , 1797 , 3689
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 17.4% 2.59
Art Unit 33 14.1% 2.82
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% 2008 2009 2010 2011 2012 2013 2014 2015 2016 2018 2020 2023 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 49 1 2.0%
2009 53 8 15.1%
2010 37 8 21.6%
2011 16 5 31.3%
2012 33 10 30.3%
2013 8 3 37.5%
2014 6 0 0.0%
2015 3 0 0.0%
2016 9 0 0.0%
No observed data for 2017.
2018 7 3 42.9%
No observed data for 2019.
2020 4 0 0.0%
No observed data for 2021-2022.
2023 5 2 40.0%
No observed data for 2024.
2025 5 1 20.0%
No observed data after 2025; examiner may have gone inactive or moved out of examining work.

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 225 0.0% 11.6% 85.8% 0.4%
2 125 0.0% 4.0% 91.2% 3.2%
3 63 0.0% 1.6% 98.4% 0.0%
4 33 0.0% 0.0% 97.0% 3.0%
5 13 0.0% 0.0% 100.0% 0.0%
6 6 0.0% 0.0% 100.0% 0.0%
7 2 0.0% 0.0% 100.0% 0.0%