Patent AnalyticsExaminers
Rankings

Law firm or agent

Dickinson Wright RLLP/Walmart

142 applicationsfiled 2014 to 2025

Allowance rate
96%
+21 pts vs the USPTO range 90% to 98%
Rejections before allowance
1.5
level with the USPTO
Months to first action
17.1 mo
−1.5 vs the USPTO
Needed an RCE
38%
+11 pts vs the USPTO

Timeline

Applications by filing year: drag across the years to study a period

Allowed in green, abandoned in red, pending in grey. The figures above and the charts that can be recomputed by filing year follow the span you pick.

Compared with the office

Against every applicant before the USPTO

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Trend

Allowance by filing year

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Domains

Where the applications fall

CPC subclasses

G06F Electric digital data processing44 apps
H04N Pictorial communication, television26 apps
G06Q Data processing for administrative, commercial, financial purposes20 apps
G06T Image data processing or generation17 apps
G06V Image or video recognition7 apps
G06N Computing arrangements based on specific computational models5 apps

Art units

242411 apps
24259 apps
21648 apps
21668 apps
26647 apps
21566 apps

Rejection fingerprint

What gets rejected, by statute

Share of parsed office actions raising each ground; blue is the USPTO.

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What works

Allowance by strategy used

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Interviews

Does an interview help?

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Applications

Every application in the record

ApplicationTitleFiledStatusRejectionsRCEsTo 1st action
19428163SYSTEMS AND METHODS FOR A MACHINE LEARNING FRAMEWORK2025-12-20Pending00n/a
19419050SYSTEM AND METHOD FOR QUESTION ANSWERING2025-12-14Pending00n/a
19402650KARAOKE SOUND SYSTEM WITH INTELLIGENT WIRELESS MICROPHONES2025-11-26Pending00n/a
15667536Method and apparatus for adaptive signal processing2012-01-10Allowed1012.0 mo
15405470Composition and method for controlled release2015-02-11Abandoned4123.0 mo
15364295Distributed ledger transaction verification2018-03-12Allowed3020.0 mo
15560654Thermal management of battery assemblies2021-04-13Pending2117.0 mo
15961591Machine learning model for anomaly detection2012-05-14Allowed1014.0 mo
15652788Wireless power transfer coil arrangement2015-06-15Abandoned4125.0 mo
15730880Catalyst for selective hydrogenation2018-07-16Allowed3022.0 mo
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