Prosecution Insights
Last updated: July 17, 2026
Application No. 18/320,010

FACILITATING INTERACTIONS BASED ON USER ACCESS PATTERNS

Non-Final OA §103
Filed
May 18, 2023
Priority
May 23, 2022 — provisional 63/365,187
Examiner
HEFFINGTON, JOHN M
Art Unit
2145
Tech Center
2100 — Computer Architecture & Software
Assignee
Snap Inc.
OA Round
1 (Non-Final)
40%
Grant Probability
Moderate
1-2
OA Rounds
1y 11m
Est. Remaining
70%
With Interview

Examiner Intelligence

Grants 40% of resolved cases
40%
Career Allowance Rate
173 granted / 433 resolved
-15.0% vs TC avg
Strong +30% interview lift
Without
With
+30.2%
Interview Lift
resolved cases with interview
Typical timeline
5y 1m
Avg Prosecution
22 currently pending
Career history
475
Total Applications
across all art units

Statute-Specific Performance

§101
1.3%
-38.7% vs TC avg
§103
87.5%
+47.5% vs TC avg
§102
9.6%
-30.4% vs TC avg
§112
0.9%
-39.1% vs TC avg
Black line = Tech Center average estimate • Based on career data from 433 resolved cases

Office Action

§103
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 . This action is in response to the original filing of 5/18/2023. Claims 1-20 are pending and have been considered below Claim Rejections - 35 USC § 103 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis (i.e., changing from AIA to pre-AIA ) for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. This application currently names joint inventors. In considering patentability of the claims the examiner presumes that the subject matter of the various claims was commonly owned as of the effective filing date of the claimed invention(s) absent any evidence to the contrary. Applicant is advised of the obligation under 37 CFR 1.56 to point out the inventor and effective filing dates of each claim that was not commonly owned as of the effective filing date of the later invention in order for the examiner to consider the applicability of 35 U.S.C. 102(b)(2)(C) for any potential 35 U.S.C. 102(a)(2) prior art against the later invention. Claim(s) 1, 11-16, 18-20 is/are rejected under 35 U.S.C. 103 as being unpatentable over Dunko et al. (US 7,369,868 B1) in view of Chakra et al. (US 2014/0040763 A1). Claim 1. Dunko discloses a method comprising: detecting a[n] interaction pattern of interactions by a first user, via a user system, with a content item communicated on an interaction system, a remote use interacts with interactive content (C 6 L 17-27 Fig 6), by a second user, shared by a first user (C 6 L 17-27 Fig 6), and responsive to detecting the determinable interaction pattern, automatically activating an action graphical user interface element that is user selectable to enable the first user to perform an action related to the content item, the interactive content is displayed for interaction by a user (C 11 L 4-13). Dunko does not disclose detecting a determinable interaction pattern of interactions by a first user; the determinable interaction pattern comprising multiple access actions with respect to the content item by the first user, as disclosed in the claims. However, in the same field of invention, Chakra discloses a dialog box displayed from a first device to a second device includes multiple selectable options (Yes or No options) (P 0039 Fig 3B). Therefore, considering the teachings of Dunko and Chakra, one having ordinary skill in the art before the effective filing date of the invention would have been motivated to combine detecting a determinable interaction pattern of interactions by a first user; the determinable interaction pattern comprising multiple access actions with respect to the content item by the first user with the teachings of Dunko with the motivation to provide a comprehensive set of interaction options for content shared with the remote user of Dunko. Claim 11. Dunko and Chakra disclose the method of claim 1, and Dunko discloses a remote use interacts with interactive content shared by a first user (C 6 L 17-27 Fig 6) and Chakra discloses a dialog box displayed from a first device to a second device includes multiple selectable options (Yes or No options) (P 0039 Fig 3B). Therefore, considering the teachings of Dunko and Chakra, one having ordinary skill in the art before the effective filing date of the invention would have been motivated to combine detecting a selection of the action graphical user interface element; and responsive to detecting the selection, automatically invoking a function of the interaction system to enable the first user to perform the action related to the content item with the teachings of Dunko and Chakra with the motivation to provide a comprehensive set of interaction options for content shared with the remote user of Dunko. Claim 12. Dunko and Chakra disclose the method of claim 11, and Dunko discloses a remote use interacts with interactive content shared by a first user (C 6 L 17-27 Fig 6) and Chakra discloses a dialog box displayed from a first device to a second device includes multiple selectable options (Yes or No options) to reply to the notification sent by the first phone (P 0039 Fig 3B). Therefore, considering the teachings of Dunko and Chakra, one having ordinary skill in the art before the effective filing date of the invention would have been motivated to combine wherein the function is a reply function to enable the first user to reply to the second user, responsive to the communication of the content item on the interaction system by the second user with the teachings of Dunko and Chakra with the motivation to provide a comprehensive set of interaction options for content shared with the remote user of Dunko. Claim 13. Dunko and Chakra disclose the method of claim 11, Dunko discloses a remote use interacts with interactive content shared by a first user (C 6 L 17-27 Fig 6) the parties could send SMS messages to each other (C 7 L 16-29) and Chakra discloses a dialog box displayed from a first device to a second device includes multiple selectable options (Yes or No options) to reply to the notification sent by the first phone (P 0039 Fig 3B) the selections may be message windows (P 0048, 0050). Therefore, considering the teachings of Dunko and Chakra, one having ordinary skill in the art before the effective filing date of the invention would have been motivated to combine wherein the function is a messaging function to enable the first user to send a message to the second user, responsive to the communication of the content item on the interaction system by the second user with the teachings of Dunko and Chakra with the motivation to provide a comprehensive set of interaction options for content shared with the remote user of Dunko. Claim 14. Dunko and Chakra disclose the method of claim 1, and Dunko discloses wherein the content item is part of a set of content items published by the second user on the interaction system, and wherein the automatic activation of the action graphical user interface element comprises automatically activating the action graphical user interface element with respect to each of the set of content items when accessed by the first user on the interaction system, the interactive content is displayed for interaction by a user (C 11 L 4-13) the shared content is used by the remote device (C 11 L 62-67) if the content is a song, the remote user can listen to the shared song (C 7 L 1-3). Claim 15. Dunko and Chakra disclose the method of claim 14, and Dunko discloses wherein the set of content items is published by the interaction system as a feed associated with the second user, the feed being accessible to the first user on account of relationship information maintained by the interaction system indicating a relationship between the first user and the second user, the interactive content is displayed for interaction by a user (C 11 L 4-13) the shared content is used by the remote device (C 11 L 62-67) if the content is a song, the remote user can listen to the shared song (C 7 L 1-3). The interactive content is viewed by both the sharing first user and the remote user and can be considered a feed from the first user to the remote user. Claim 16. Dunko and Chakra disclose the method of claim 1, and Dunko discloses wherein the action graphical user interface element comprises at least one of a camera button, a text input field, or a share button, a remote use interacts with interactive content shared by a first user (C 6 L 17-27 Fig 6) the parties could send SMS messages to each other (C 7 L 16-29). Claim 18. Dunko and Chakra disclose the method of claim 1, and Chakra discloses a time limit may be placed within which a user must respond to any GUI element requesting information (P 0049). 3B) the selections may be message windows (P 0048, 0050). Therefore, considering the teachings of Dunko and Chakra, one having ordinary skill in the art before the effective filing date of the invention would have been motivated to combine wherein the detecting of the multiple access actions comprises detecting the multiple access actions within a determinable time with the teachings of Dunko and Chakra with the motivation to provide a comprehensive set of interaction options for content shared with the remote user of Dunko. Claim 19 is directed to a computing apparatus claim similar to the method claim of Claim 1 and is rejected with the same rationale. Claim 20 is directed to a non-transitory computer-readable storage medium claim similar to the method claim of Claim 1 and is rejected with the same rationale. Claim(s) 2-5 is/are rejected under 35 U.S.C. 103 as being unpatentable over Dunko et al. (US 7,369,868 B1) in view of Chakra et al. (US 2014/0040763 A1) and further in view of Brodie et al. (US 9,953,086 B2). Claim 2. Dunko and Chakra method of claim 1, but Dunko does not disclose wherein the detecting of the multiple access actions comprises detecting multiple viewings of the content item by the first user using an interaction client of the interaction system, as disclosed in the claims. However, in the same field of invention, Brodie discloses media files may be ranked by the number of times a user has view individual images (C 11 L 64 – C 12 L 8) user behavior with individual media files is tracked (C 18 L 6-13) that are shared (C 18 L 32-37) and the media files are ranked according to metrics (C 18 L 43-52). Therefore, considering the teachings of Dunko, Chakra and Brodie, one having ordinary skill in the art before the effective filing date of the invention would have been motivated to combine wherein the detecting of the multiple access actions comprises detecting multiple viewings of the content item by the first user using an interaction client of the interaction system with the teachings of Dunko with the motivation to provide a comprehensive set of interaction options for content shared with the remote user of Dunko and Chakra to create a more efficient method of determining the most relevant multimedia items for a user (Brodie: C 1 L 22-33). Claim 3. Dunko, Chakra and Brodie disclose the method of claim 2, and Brodie further discloses media files may be images, videos, graphics, animation, audio, text, interactive media combinations (C 3 L 24-27) where user behavior may be paybacks or rewind (C 5 L 49 – C 6 L 7). Therefore, considering the teachings of Dunko, Chakra and Brodie, one having ordinary skill in the art before the effective filing date of the invention would have been motivated to combine wherein the content item comprises video content, and the detecting of the multiple viewings of the content item comprises detecting re-watching of the video content by the first user using the interaction client with the teachings of Dunko, Chakra and Brodie with the motivation to provide a comprehensive set of interaction options for content shared with the remote user of Dunko to create a more efficient method of determining the most relevant multimedia items for a user (Brodie: C 1 L 22-33). Claim 4. Dunko, Chakra and Brodie disclose the method of claim 2, and Brodie further discloses media files may be images, videos, graphics, animation, audio, text, interactive media combinations (C 3 L 24-27) where user behavior may be an amount of time individual media files have been viewed (C 5 L 49 – C 6 L 7). Therefore, considering the teachings of Dunko, Chakra and Brodie, one having ordinary skill in the art before the effective filing date of the invention would have been motivated to combine wherein the content item comprises image content, and the detecting of the multiple viewings of the content item comprises detecting re-viewing of the image content by the first user using the interaction client with the teachings of Dunko, Chakra and Brodie with the motivation to provide a comprehensive set of interaction options for content shared with the remote user of Dunko to create a more efficient method of determining the most relevant multimedia items for a user (Brodie: C 1 L 22-33). Claim 5. Dunko, Chakra and Brodie disclose the method of claim 1, and Brodie further discloses media files may be images, videos, graphics, animation, audio, text, interactive media combinations (C 3 L 24-27) where user behavior may be a number of pauses, playbacks, rewinds, and/or fast-forward commands performed on playable media files (e.g., videos, animations, etc.) (C 5 L 49 – C 6 L 7). Therefore, considering the teachings of Dunko, Chakra and Brodie, one having ordinary skill in the art before the effective filing date of the invention would have been motivated to combine wherein the content item comprises audio content, and the detecting of the multiple access actions comprises detecting re-listening to the audio content by the first user using an interaction client of the interaction system with the teachings of Dunko and Chakra with the motivation to provide a comprehensive set of interaction options for content shared with the remote user of Dunko to create a more efficient method of determining the most relevant multimedia items for a user (Brodie: C 1 L 22-33). Claim(s) 6-10, 17 is/are rejected under 35 U.S.C. 103 as being unpatentable over Dunko et al. (US 7,369,868 B1) in view of Chakra et al. (US 2014/0040763 A1) and further in view of Plesur et al. (US 2015/0160793 A1)). Claim 6. Dunko and Chakra disclose the method of claim 1, but Dunko does not disclose wherein the automatic activation of the action graphical user interface element comprises visually highlighting the action graphical user interface element within a context of a viewing user interface of an interaction client of the interaction system, as disclosed in the claims. However, in the same field of invention, Plesur discloses currently popular videos are visually distinguished (P 0002). Therefore, considering the teachings of Dunko, Chakra and Plesur one having ordinary skill in the art before the effective filing date of the invention would have been motivated to combine wherein the automatic activation of the action graphical user interface element comprises visually highlighting the action graphical user interface element within a context of a viewing user interface of an interaction client of the interaction system with the teachings of Dunko and Chakra with the motivation to aid the user in in more readily identify media items that of particular interest to the user. Claim 7. Dunko and Chakra disclose the method of claim 1, but Dunko does not disclose wherein the automatic activation of the action graphical user interface element comprises causing the action graphical user interface element to undergo a display state change within a context of a viewing user interface of an interaction client of the interaction system, as disclosed in the claims. However, in the same field of invention, Plesur discloses currently popular videos are visually distinguished (P 0002) the color, size, or shape of the element or may cause the element to flash (P 0075). Therefore, considering the teachings of Dunko, Chakra and Plesur one having ordinary skill in the art before the effective filing date of the invention would have been motivated to combine wherein the automatic activation of the action graphical user interface element comprises causing the action graphical user interface element to undergo a display state change within a context of a viewing user interface of an interaction client of the interaction system with the teachings of Dunko and Chakra with the motivation to aid the user in in more readily identify media items that of particular interest to the user. Claim 8. Dunko, Chakra and Plesur discloses the method of claim 7, and Plesur discloses currently popular videos are visually distinguished (P 0002) the color, size, or shape of the element or may cause the element to flash (P 0075). Therefore, considering the teachings of Dunko, Chakra and Plesur one having ordinary skill in the art before the effective filing date of the invention would have been motivated to combine wherein the display state change comprises adjustment of a color of the action graphical user interface element with the teachings of Dunko, Chakra and Plesur with the motivation to provide a comprehensive set of interaction options for content shared with the remote user of Dunko to create a more efficient method of determining the most relevant multimedia items for a user (Brodie: C 1 L 22-33) to aid the user in in more readily identify media items that of particular interest to the user. Claim 9. Dunko and Chakra disclose the method of claim 1, but Plesur does not disclose wherein the automatic activation of the action graphical user interface element comprises automatically adjusting a display state of the action graphical user interface element based on a number of times the content item has been accessed by the first user, as disclosed in the claims. However, in the same field of invention, Plesur discloses servers store information identifying videos and images and a quantity of times that the videos and images have been accessed (P 0048). Therefore, considering the teachings of Dunko, Chakra and Plesur one having ordinary skill in the art before the effective filing date of the invention would have been motivated to combine wherein the automatic activation of the action graphical user interface element comprises automatically adjusting a display state of the action graphical user interface element based on a number of times the content item has been accessed by the first user with the teachings of Dunko and Chakra with the motivation to provide a comprehensive set of interaction options for content shared with the remote user of Dunko to create a more efficient method of determining the most relevant multimedia items for a user (Brodie: C 1 L 22-33) to aid the user in in more readily identify media items that of particular interest to the user. Claim 10. Dunko and Chakra disclose the method of claim 1, but Dunko does not disclose wherein the automatic activation of the action graphical user interface element comprises causing presentation of the action graphical user interface element in association with the content item within a context of a viewing user interface of an interaction client of the interaction system, wherein the action graphical user interface element is not presented in association with the content item within the context of the viewing user interface prior to the detection of the determinable interaction pattern, as disclosed in the claims. However, in the same field of invention, Plesur discloses in response to topics that become particularly popular the user device or trending system alters the appearance of the element by altering the color, size, or shape of the element or may cause the element to flash, and other ways of alerting the user of particular topic or topics showing a strong upward trend in popularity may alternatively be used, the user device may generate a trigger based on detecting selection of the element (P 0048). The visually distinguishing alteration is made in response to a trend, such as popularity according to user selection. Therefore, considering the teachings of Dunko, Chakra and Plesur one having ordinary skill in the art before the effective filing date of the invention would have been motivated to combine wherein the automatic activation of the action graphical user interface element comprises causing presentation of the action graphical user interface element in association with the content item within a context of a viewing user interface of an interaction client of the interaction system, wherein the action graphical user interface element is not presented in association with the content item within the context of the viewing user interface prior to the detection of the determinable interaction pattern with the teachings of Dunko and Chakra with the motivation to provide a comprehensive set of interaction options for content shared with the remote user of Dunko to create a more efficient method of determining the most relevant multimedia items for a user (Brodie: C 1 L 22-33) to aid the user in in more readily identify media items that of particular interest to the user. Claim 17. Dunko and Chakra disclose the method of claim 1, but Dunko does not disclose wherein the action graphical user interface element comprises a tray of user selectable elements presented within a context of a viewing user interface of an interaction client of the interaction system, as disclosed in the claims. However, in the same field of invention, Plesur discloses in response to topics that become particularly popular the user device or trending system alters the appearance of the element by altering the color, size, or shape of the element or may cause the element to flash, and other ways of alerting the user of particular topic or topics showing a strong upward trend in popularity may alternatively be used, the user device may generate a trigger based on detecting selection of the element (P 0048) trending topic items are displayed in a presentation bar (P 0060). Therefore, considering the teachings of Dunko, Chakra and Plesur one having ordinary skill in the art before the effective filing date of the invention would have been motivated to combine wherein the action graphical user interface element comprises a tray of user selectable elements presented within a context of a viewing user interface of an interaction client of the interaction system with the teachings of Dunko and Chakra with the motivation to provide a comprehensive set of interaction options for content shared with the remote user of Dunko to create a more efficient method of determining the most relevant multimedia items for a user (Brodie: C 1 L 22-33) to aid the user in in more readily identify media items that of particular interest to the user. Conclusion Any inquiry concerning this communication should be directed to JOHN M HEFFINGTON at telephone number (571)270-1696. Examiner interviews are available via a variety of formats. See MPEP § 713.01. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. Any inquiry concerning this communication or earlier communications from the examiner should be directed to JOHN M HEFFINGTON whose telephone number is (571)270-1696. The examiner can normally be reached on Monday through Friday from 9:30 am to 5:30 pm Eastern. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Cesar B Paula, can be reached at telephone number 571-272-4128. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of an application may be obtained from Patent Center. Status information for published applications may be obtained from Patent Center. Status information for unpublished applications is available through Patent Center to authorized users only. Should you have questions about access to the USPTO patent electronic filing system, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). Examiner interviews are available via a variety of formats. See MPEP § 713.01. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) Form at https://www.uspto.gov/InterviewPractice. /J.M.H/Examiner, Art Unit 2145 5/16/2026 /CESAR B PAULA/Supervisory Patent Examiner, Art Unit 2145
Read full office action

Prosecution Timeline

May 18, 2023
Application Filed
May 22, 2026
Non-Final Rejection mailed — §103 (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
40%
Grant Probability
70%
With Interview (+30.2%)
5y 1m (~1y 11m remaining)
Median Time to Grant
Low
PTA Risk
Based on 433 resolved cases by this examiner. Grant probability derived from career allowance rate.

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