Prosecution Insights
Last updated: July 17, 2026
Application No. 19/224,152

Media Preference Database

Non-Final OA §112
Filed
May 30, 2025
Priority
Apr 28, 2014 — continuation of 10/129,599 +3 more
Examiner
WOO, ISAAC M
Art Unit
Tech Center
Assignee
Sonos Inc.
OA Round
1 (Non-Final)
91%
Grant Probability
Favorable
1-2
OA Rounds
1y 2m
Est. Remaining
98%
With Interview

Examiner Intelligence

Grants 91% — above average
91%
Career Allowance Rate
1181 granted / 1292 resolved
+31.4% vs TC avg
Moderate +6% lift
Without
With
+6.3%
Interview Lift
resolved cases with interview
Typical timeline
2y 3m
Avg Prosecution
15 currently pending
Career history
1310
Total Applications
across all art units

Statute-Specific Performance

§101
2.6%
-37.4% vs TC avg
§103
5.1%
-34.9% vs TC avg
§102
88.3%
+48.3% vs TC avg
§112
1.2%
-38.8% vs TC avg
Black line = Tech Center average estimate • Based on career data from 1292 resolved cases

Office Action

§112
Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . DETAILED ACTION Claims 1-20 are pending. This action is response to the application filed on May 30, 2025. CROSS-REFERENCE TO RELATED APPLICATIONS This application is a continuation of U.S. Patent Application No. 18/484,820, filed on October 11, 2023, which is a continuation of U.S. Patent Application No. 17/134,873, filed on December 28, 2020, and issued as U.S. Patent No. 11,831,959 on November 28, 2023, which is a continuation of U.S. Patent Application No. 16/180,903, filed on November 5, 2018, and issued as U.S. Patent No. 10,880,611 on December 29, 2020, which is a continuation of U.S. Patent Application No. 14/263,729, filed on April 28, 2014, and issued as U.S. Patent No. 10,129,599 on November 13, 2018, each of which is incorporated herein by reference in its entirety Claim Rejections - 35 USC § 112 The following is a quotation of 35 U.S.C. 112(b): (b) CONCLUSION.—The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the inventor or a joint inventor regards as the invention. The following is a quotation of 35 U.S.C. 112 (pre-AIA ), second paragraph: The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the applicant regards as his invention. Claims 1-20 are rejected under 35 U.S.C. 112(b) or 35 U.S.C. 112 (pre-AIA ), second paragraph, as being indefinite for failing to particularly point out and distinctly claim the subject matter which the inventor or a joint inventor (or for applications subject to pre-AIA 35 U.S.C. 112, the applicant), regards as the invention. Claims 1-20 are rejected under 35 U.S.C. 112, second paragraph, as being indefinite for failing to particularly point out and distinctly claim the subject matter which applicant regards as the invention. Because claims 1, 9 and 17 recites, "…. a particular media playback application to display media recommendations comprising the selected media items.….”, which render indefinite claimed invention scope. The terms “…. the selected media items….” is introduced without first defining. Examiner Note: May be renders the claim indefinite by failing to point out that is being performed. Applicants are advised to amend the claim so solve the 112 rejection set forth in the claim. Allowable Subject Matter The following is a statement of reasons for the indication of allowable subject matter. The prior art made of Dodge et al (US-20110295661-A1) teaches for maintaining a preference data structure for user profiles of a streaming audio service; receiving, via at least one network communications interface, first preference data comprising first preferences indicated by playback of first media items via a media playback application: storing the first preferences in the preference data structure in association with first weights corresponding to playback of the first media items via a media playback application. Dodge et al (US-20110295661-A1) teaches but fails to teach the following claimed features in combination with overall claimed limitations when interpreted in light of the specification. The following is an examiner's statement of reasons for allowance: The prior art taken as a whole does not teach nor disclose the first weights represent respective first values on a gradient scale, receiving via the at least one network communications interface, second preference data indicated via selection via a media playback application of preference controls corresponding to second media items, storing the second preferences in the preference data structure in association with second weights corresponding to the selection of the preference controls corresponding to the second media items, the second weights represent respective second values on the gradient scale, determining media items from among preferred media items of a user profile represented in the preference data structure, causing via the at least one network communications interface a particular media playback application to display media recommendations, the selected media items forward the preference to the service provider for recommendation generation and convert or normalize different preference formats to a common gradient and stored representation and as specifically called for the claimed combinations. Any comments considered necessary by applicant must be submitted no later than the payment of the issue fee and, to avoid processing delays, should preferably accompany the issue fee. Such submissions should be clearly labeled “Comments on Statement of Reasons for Allowance.” Claims 1-20 would be allowable over the prior art of record because the claimed features as mentioned above in combination with other claimed features are not recited or suggested by the prior art of records. The above features in conjunction with all other limitations of the dependent and independent claims 1-20 are hereby allowed. Conclusion The prior arty made of record and not relied upon is considered pertinent to applicant’s disclosure. Willis et al (US-20130031216-A1) SYSTEMS AND METHODS FOR GENERATION OF CUSTOMIZED MEDIA PLAYLISTS. Considered for teaching for providing social interaction within a customized media streaming service for automated playlist generation based on social metadata. These systems allow for an internet media delivery service to learn about a listener's preferences, and changes in those preferences over time about changes in a listener's preferences over time without requiring the user to actively express the preferences. Any inquiry concerning this communication or earlier communications from the examiner should be directed to ISAAC M WOO whose telephone number is (571)272-4043. The examiner can normally be reached 9:00 to 5:00. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Tony Mahmoudi can be reached at 571-272-4078. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /ISAAC M WOO/ Primary Examiner, Art Unit 2163
Read full office action

Prosecution Timeline

May 30, 2025
Application Filed
Jun 22, 2026
Non-Final Rejection mailed — §112 (current)

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

1-2
Expected OA Rounds
91%
Grant Probability
98%
With Interview (+6.3%)
2y 3m (~1y 2m remaining)
Median Time to Grant
Low
PTA Risk
Based on 1292 resolved cases by this examiner. Grant probability derived from career allowance rate.

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