Prosecution Insights
Last updated: May 29, 2026
Application No. 18/908,533

ENHANCED CROSS-MEDIA CHANNEL DETERMINISTIC AND MODELED PRESENTATION FREQUENCY LIMITS

Final Rejection §101§DP
Filed
Oct 07, 2024
Priority
Jun 29, 2022 — continuation of 11/758,225 +1 more
Examiner
BANTAMOI, ANTHONY
Art Unit
2422
Tech Center
2400 — Computer Networks
Assignee
Amazon Technologies, Inc.
OA Round
2 (Final)
74%
Grant Probability
Favorable
3-4
OA Rounds
1y 8m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 74% — above average
74%
Career Allowance Rate
428 granted / 577 resolved
+16.2% vs TC avg
Strong +30% interview lift
Without
With
+30.4%
Interview Lift
resolved cases with interview
Typical timeline
3y 3m
Avg Prosecution
8 currently pending
Career history
587
Total Applications
across all art units

Statute-Specific Performance

§101
0.6%
-39.4% vs TC avg
§103
87.1%
+47.1% vs TC avg
§102
7.1%
-32.9% vs TC avg
§112
0.4%
-39.6% vs TC avg
Black line = Tech Center average estimate • Based on career data from 577 resolved cases

Office Action

§101 §DP
Response to Arguments Applicant's arguments filed 03/23/2026 have been fully considered but they are not persuasive. The ACR generation of fingerprinting is performed using generic computer functions it does not add to significantly more than the abstract idea-So claims 1-5 remain rejected under 35 U.S.C. 101. Note: A terminal disclaimer will obviate the double patenting but it has not been filed. Amending claim 1 with the inventive concept of tracking exposure counts across different channels or applications as applicant did in claims 6 and 17 will overcome the 101 rejection. 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. Claim 1 is rejected under 35 U.S.C. 101 because the claimed invention is directed to a judicial exception (i.e., a law of nature, a natural phenomenon, or an abstract idea) without significantly more. The core of the claim is: receiving a media fingerprint, identifying content, determining how many times a user has seen the content, comparing the frequency threshold and selecting or preventing future presentation of that content using a media channel to display content. These operations amount to a business/marketing logic flow (frequency capping, exposure management, personalized content delivery). Courts have consistently held that: “targeted advertising” “content selection based on behavior” “organizing and classifying information” are abstract ideas. Examples: Customedia, Affinity labs Ultramercial, Bridge &Post. Nothing in the claim appear to improve the functionality of the computers, encoding, fingerprinting, or network transmission. It simply uses conventional processor to implement behavioral decision rules. The additional element of generating media fingerprint using ACR is not more than the abstract idea because ACR uses generic computer functions to identify content by comparing a sample to samples in content database. Therefore, the claim 1 is not statutory under 35 USC 101. Claims 2-5, further detail the determination of threshold by evaluating time differences but the additional limitations alone or in combination with their base claims do not result into significantly more than the abstract. The further limitations add a degree of particularity to the claimed invention, but they do not change the underlying invention that is directed to the abstract idea. The additional elements of the dependent claims were additionally considered, but they do not transform the character of the claims as a whole nor recite anything beyond routine computer functions necessary to perform the abstract idea. Therefore claims 1-5 are not statutory under USC 35 101 because they recite the abstract idea of managing content exposure/targeted content delivery and they do not include any specific improvement to the specific technology and they rely on generic computing. 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. Claims 2-7, 9-15, 17-18 and 20 of the instant application are rejected on the ground of nonstatutory double patenting as being unpatentable over claims 1-20 of U.S. Patent No. 12137271. Although the claims at issue are not identical, they are not patentably distinct from each other because the claims of the instant application are broader variants of the claims of the 271’ patent. Similarly claims 2-7, 9-15, 17-18 and 20 are rejected on the ground of nonstatutory double patenting as being unpatentable over claims of the grandparent U.S. Patent No. 11758225 by way of the terminal disclaimer between 12137271 and 11758225. Conclusion THIS ACTION IS MADE FINAL. Applicant is reminded of the extension of time policy as set forth in 37 CFR 1.136(a). A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any nonprovisional extension fee (37 CFR 1.17(a)) pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the mailing date of this final action. Any inquiry concerning this communication or earlier communications from the examiner should be directed to ANTHONY BANTAMOI whose telephone number is (571)270-3581. The examiner can normally be reached M-F 9-5 EST.. 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, John Miller can be reached at 571-272-7353. 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. /ANTHONY BANTAMOI/Examiner, Art Unit 2422
Read full office action

Prosecution Timeline

Oct 07, 2024
Application Filed
Nov 25, 2025
Non-Final Rejection mailed — §101, §DP
Jan 14, 2026
Examiner Interview Summary
Jan 14, 2026
Applicant Interview (Telephonic)
Mar 23, 2026
Response Filed
May 20, 2026
Final Rejection mailed — §101, §DP (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12627867
SYSTEMS AND METHODS FOR PRESERVING CONSISTENT PICTURE QUALITY DURING LIVE STREAMING OF HYBRID CONTENT
1y 7m to grant Granted May 12, 2026
Patent 12621519
CARRIAGE AND SIGNALING OF NEURAL NETWORK REPRESENTATIONS
1y 4m to grant Granted May 05, 2026
Patent 12615400
DYNAMIC DIGITAL OBJECT PLACEMENT IN VIDEO STREAM
1y 6m to grant Granted Apr 28, 2026
Patent 12604060
METHODS AND SYSTEMS FOR GENERATING NOTIFICATIONS BASED ON THE INTERESTS OF GUESTS
2y 1m to grant Granted Apr 14, 2026
Patent 12598343
DISPLAY APPARATUS AND DATA PROCESSING METHOD
1y 3m to grant Granted Apr 07, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

3-4
Expected OA Rounds
74%
Grant Probability
99%
With Interview (+30.4%)
3y 3m (~1y 8m remaining)
Median Time to Grant
Moderate
PTA Risk
Based on 577 resolved cases by this examiner. Grant probability derived from career allowance rate.

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