Prosecution Insights
Last updated: April 19, 2026
Application No. 18/779,275

CONTENT OPPORTUNITY SCORING AND AUTOMATION

Non-Final OA §101§103§112§DP
Filed
Jul 22, 2024
Examiner
TO, BAOQUOC N
Art Unit
2154
Tech Center
2100 — Computer Architecture & Software
Assignee
Data Skrive Inc.
OA Round
1 (Non-Final)
90%
Grant Probability
Favorable
1-2
OA Rounds
2y 9m
To Grant
98%
With Interview

Examiner Intelligence

Grants 90% — above average
90%
Career Allow Rate
854 granted / 950 resolved
+34.9% vs TC avg
Moderate +8% lift
Without
With
+8.0%
Interview Lift
resolved cases with interview
Typical timeline
2y 9m
Avg Prosecution
29 currently pending
Career history
979
Total Applications
across all art units

Statute-Specific Performance

§101
25.3%
-14.7% vs TC avg
§103
28.0%
-12.0% vs TC avg
§102
18.3%
-21.7% vs TC avg
§112
8.7%
-31.3% vs TC avg
Black line = Tech Center average estimate • Based on career data from 950 resolved cases

Office Action

§101 §103 §112 §DP
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 . Continuity/reexam data Parent data 18779275 filed 07/22/2024 is a Continuation of 17903869 , filed 09/06/2022 ,now U.S. Patent # 12045301 and having 1 RCE-type filing therein 17903869 is a Continuation of 16557849 , filed 08/30/2019 ,now U.S. Patent # 11468139 and having 1 RCE-type filing therein 16557849 Claims Priority from Provisional Application 62725975 , filed 08/31/2018 Child data None Foreign data No foreign data information (*) - Request to retrieve electronic copy of foreign priority from participating receiving offices. 1. Claims presented for examination: 1 Priority 2. No Foreign Priority was filed. Drawings 3. Drawing filed on 07/22/2025 was accepted for examination. Double Patenting The nonstatutory double patenting rejection is based on a judicially created doctrine grounded in public policy (a policy reflected in the statute) so as to prevent the unjustified or improper timewise extension of the “right to exclude” granted by a patent and to prevent possible harassment by multiple assignees. A nonstatutory double patenting rejection is appropriate where the conflicting claims are not identical, but at least one examined application claim is not patentably distinct from the reference claim(s) because the examined application claim is either anticipated by, or would have been obvious over, the reference claim(s). See, e.g., In re Berg, 140 F.3d 1428, 46 USPQ2d 1226 (Fed. Cir. 1998); In re Goodman, 11 F.3d 1046, 29 USPQ2d 2010 (Fed. Cir. 1993); In re Longi, 759 F.2d 887, 225 USPQ 645 (Fed. Cir. 1985); In re Van Ornum, 686 F.2d 937, 214 USPQ 761 (CCPA 1982); In re Vogel, 422 F.2d 438, 164 USPQ 619 (CCPA 1970); In re Thorington, 418 F.2d 528, 163 USPQ 644 (CCPA 1969). A timely filed terminal disclaimer in compliance with 37 CFR 1.321(c) or 1.321(d) may be used to overcome an actual or provisional rejection based on nonstatutory double patenting provided the reference application or patent either is shown to be commonly owned with the examined application, or claims an invention made as a result of activities undertaken within the scope of a joint research agreement. See MPEP § 717.02 for applications subject to examination under the first inventor to file provisions of the AIA as explained in MPEP § 2159. See MPEP § 2146 et seq. for applications not subject to examination under the first inventor to file provisions of the AIA . A terminal disclaimer must be signed in compliance with 37 CFR 1.321(b). The filing of a terminal disclaimer by itself is not a complete reply to a nonstatutory double patenting (NSDP) rejection. A complete reply requires that the terminal disclaimer be accompanied by a reply requesting reconsideration of the prior Office action. Even where the NSDP rejection is provisional the reply must be complete. See MPEP § 804, subsection I.B.1. For a reply to a non-final Office action, see 37 CFR 1.111(a). For a reply to final Office action, see 37 CFR 1.113(c). A request for reconsideration while not provided for in 37 CFR 1.113(c) may be filed after final for consideration. See MPEP §§ 706.07(e) and 714.13. The USPTO Internet website contains terminal disclaimer forms which may be used. Please visit www.uspto.gov/patent/patents-forms. The actual filing date of the application in which the form is filed determines what form (e.g., PTO/SB/25, PTO/SB/26, PTO/AIA /25, or PTO/AIA /26) should be used. A web-based eTerminal Disclaimer may be filled out completely online using web-screens. An eTerminal Disclaimer that meets all requirements is auto-processed and approved immediately upon submission. For more information about eTerminal Disclaimers, refer to www.uspto.gov/patents/apply/applying-online/eterminal-disclaimer. 4. Claim 1 is rejected on the ground of nonstatutory double patenting as being unpatentable over claims 1-20 of U.S. Patent No. Weitz et al. (US Patent No. 11,468,139 B2). Although the claims at issue are not identical, they are not patentably distinct from each other because both applications direct to content generator the instant application indicated the content generation generate visual and textual content that inform, markets, transacts and differentiates form other content. The 139 includes content generation which content generation mostly generate visual and textual content which purposely informs, markets, transacts and somewhat differentiate form other content. The 139 also further include other limitations such as analyze, by the processor, a plurality of opportunities based on the one or more trending content topic, analyze, by the processor, a plurality of content types based on the opportunity and the one or more trending content topics, select, by the processor, an opportunity and content type based on the one or more trending content topics, access, by processor, data from the data warehouse based on the selected opportunity and selected content type, deploy, by the processor, natural language generation in create a narrative, wherein the narrative is drafted according to organized data selected, by the processor, form the data warehouse, and present, based on the identified opportunity and the content recommendation, by the processor, the narrative. One ordinary skill in the art would have been able to remove the additional limitations in 139 to arrive the same invention as claimed. 5. Claim 1 is rejected on the ground of nonstatutory double patenting as being unpatentable over claims 1-20 of U.S. Patent No. Weitz et al. (US Patent No. 12,045,301 B2). Although the claims at issue are not identical, they are not patentably distinct from each other because both applications direct to content generator the instant application indicated the content generation generate visual and textual content that inform, markets, transacts and differentiates form other content. The 301 includes other limitations identifying a topic that drives a search volume over a network, above a predetermined first level, attracts a number of referring domains below a predetermined second level and has a URL rating below a predetermined One ordinary skill in the art would have been able to remove the additional limitations in 139 to arrive the same invention as claimed. 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. 6. Claim limitation “an automated content-generation system having one or more modules to generate visual and textual content that is informs, markets, transact, and differentiates from the other content” invokes 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph. However, the written description fails to disclose the corresponding structure, material, or acts for performing the entire claimed function and to clearly link the structure, material, or acts to the function. The specification does not include structure to support the claimed limitation. Therefore, the claim is indefinite and is rejected under 35 U.S.C. 112(b) or pre-AIA 35 U.S.C. 112, second paragraph. Applicant may: (a) Amend the claim so that the claim limitation will no longer be interpreted as a limitation under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph; (b) Amend the written description of the specification such that it expressly recites what structure, material, or acts perform the entire claimed function, without introducing any new matter (35 U.S.C. 132(a)); or (c) Amend the written description of the specification such that it clearly links the structure, material, or acts disclosed therein to the function recited in the claim, without introducing any new matter (35 U.S.C. 132(a)). If applicant is of the opinion that the written description of the specification already implicitly or inherently discloses the corresponding structure, material, or acts and clearly links them to the function so that one of ordinary skill in the art would recognize what structure, material, or acts perform the claimed function, applicant should clarify the record by either: (a) Amending the written description of the specification such that it expressly recites the corresponding structure, material, or acts for performing the claimed function and clearly links or associates the structure, material, or acts to the claimed function, without introducing any new matter (35 U.S.C. 132(a)); or (b) Stating on the record what the corresponding structure, material, or acts, which are implicitly or inherently set forth in the written description of the specification, perform the claimed function. For more information, see 37 CFR 1.75(d) and MPEP §§ 608.01(o) and 2181. Claim Rejections - 35 USC § 101 35 U.S.C. 101 reads as follows: Whoever invents or discovers any new and useful process, machine, manufacture, or composition of matter, or any new and useful improvement thereof, may obtain a patent therefor, subject to the conditions and requirements of this title. 7. Claim 1 is/are rejected under 35 U.S.C. 101 because the claimed invention is directed to abstract idea without significantly more. Step 1 (See MPEP 2106) Claim 1 is a system which belongs to a statutory class. Step 2A, Prong One: Claim 1 recited “an automated content-generation system having one or more modules to generate visual and textual content that is informs, markets, transact, and differentiates from the other content” which is a process that, under its broadest reasonable interpretation, covers performance of the limitation by Mental Process, but for the recitation of generic computer components. Nothing in the claim element precludes the steps from practically being performed in the human mind. If a claim limitation, under its broadest reasonable interpretation, covers performance of the limitation by mental process, but for the recitation of generic computer components, then it falls within the “Mental Processes” grouping of abstract ideas. Accordingly, the claim recites an abstract idea. Step 2A, Prong Two: Claim 1 recites “modules” to perform the concept. The one or more modules are instruction which use to perform abstract ideas. The limitation is thus insignificant extra-solution activity. Limitations that the courts have found not to be enough to qualify as "significantly more” when recited in a claim with a judicial exception include: i. Adding the words "apply it” (or an equivalent) with the judicial exception, or mere instructions to implement an abstract idea on a computer, e.g., a limitation indicating that a particular function such as creating and maintaining electronic records is performed by a computer, as discussed in Alice Corp., 134 S. Ct. at 2360, 110 USPQ2d at 1984 (see MPEP § 2106.05(f)). 2106.05(g)--Insignificant Extra-Solution Activity. Step 2B: The conclusions for the mere implementation using a computer are carried over and does not provide significantly more. Looking at the claim as a whole does not change this conclusion and the claim is ineligible. 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. The factual inquiries for establishing a background for determining obviousness under 35 U.S.C. 103 are summarized as follows: 1. Determining the scope and contents of the prior art. 2. Ascertaining the differences between the prior art and the claims at issue. 3. Resolving the level of ordinary skill in the pertinent art. 4. Considering objective evidence present in the application indicating obviousness or nonobviousness. 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. 8. Claim(s) 1 is/are rejected under 35 U.S.C. 103 as being unpatentable over Perevodchikov et al. (Patent No. US 11,138,631 B1). As to claim 1, Perevodchikov a system (system) (col. 2, lines 23) comprising: an automated content generation system having one or more modules to generate visual and textual contents (digital advertising) (col. 2, lines 26) informs (an ad campaign may be directed to specific consumers) (col. 2, lines 29-30), markets (marketing or advertising campaigns (“ad campaign”) (col. 2, lines 27-28), transacts (effectiveness of an ad campaign may be determined, for example, by ad campaign…) (col. 2, lines 36-41) excepting for different from other content. However, Perevodchikov discloses an ad campaign may be directed toward a target customer, which may be a consumer which within certain attributes (e.., recent purchase or browsing history, etc.), a consumer that has specific preferences or characteristics or other targeting criteria (col. 2, lines 29-35). This suggests the automation content generation include visual and textual content that is different from other content. The content of digital advertising is targeting specific user with geography and other user attributes which digital advertising is considered to be different content from other content. Therefore, it would have been obvious to one ordinary skill in the art at the time of the invention was made to include target customer using different parameters which is different from other content in order to target the user for advertising purpose. Conclusion 9. Any inquiry concerning this communication or earlier communications from the examiner should be directed to BAOQUOC N TO whose telephone number is (571)272-4041. The examiner can normally be reached Mon-Fri 9AM - 6PM. 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, Boris Gorney can be reached at 571-270-5626. 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. BAOQUOC N. TO Examiner Art Unit 2154 /BAOQUOC N TO/Primary Examiner, Art Unit 2154
Read full office action

Prosecution Timeline

Jul 22, 2024
Application Filed
Jan 24, 2026
Non-Final Rejection — §101, §103, §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
90%
Grant Probability
98%
With Interview (+8.0%)
2y 9m
Median Time to Grant
Low
PTA Risk
Based on 950 resolved cases by this examiner. Grant probability derived from career allow rate.

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