Prosecution Insights
Last updated: October 04, 2026
Application No. 18/984,310

AUTOMATED LURKER ADVERTISING SYSTEM

Final Rejection §101§DOUBLEPATENT
Filed
Dec 17, 2024
Priority
Mar 01, 2024 — provisional 63/560,401
Examiner
BAGGOT, BREFFNI
Art Unit
3621
Tech Center
3600 — Transportation & Electronic Commerce
Assignee
Pattern Inc.
OA Round
4 (Final)
35%
Grant Probability
At Risk
5-6
OA Rounds
1y 8m
Est. Remaining
61%
With Interview

Examiner Intelligence

Grants only 35% of cases
35%
Career Allowance Rate
153 granted / 433 resolved
-16.7% vs TC avg
Strong +26% interview lift
Without
With
+25.8%
Interview Lift
resolved cases with interview
Typical timeline
3y 5m
Avg Prosecution
23 currently pending
Career history
461
Total Applications
across all art units

Statute-Specific Performance

§101
29.9%
-10.1% vs TC avg
§103
47.5%
+7.5% vs TC avg
§102
4.7%
-35.3% vs TC avg
§112
11.4%
-28.6% vs TC avg
Black line = Tech Center average estimate • Based on career data from 433 resolved cases

Office Action

§101 §DOUBLEPATENT
AIA Status of claims Examiner thanks attorney Aquino for the amendment to advance prosecution. Claims 1,3-7,9 and 13 examined Response to Remarks Applicant amendment remarks fully considered but unfortunately not fully persuasive. Double patenting withdrawn due to TD. Thank you. 101 As to applicant argument that No abstract idea p7 remarks Examiner See A computer-implemented system for enabling anonymous loan shopping – Mortgage Grader, 811 F.3d at 1318, 117 USPQ2d at 1695. MPEP 2106. Why cannot be performed in the mind (remarks p10 bottom)? No support is given for that assertion. As to applicant argument that Examiner genericizes all limitations of the claim remarks p8 Examiner To the contrary, Examiner separates the idea out from what’s left (generic elements generally applying idea), following Alice/Mayo. As to applicant argument that PNG media_image1.png 105 645 media_image1.png Greyscale Examiner The claim is clearly marketing, a commercial transaction. Applicant is to an abstract idea, and ‘apply it’ by computer. And machine learning doesn’t even need a machine necessarily, regression and least squares fit can be done in one’s head or with paper and pencil for small data sets. There’s nothing in the claim at present that would require a computer. Applicant distinguishes with Example 39 but applicant points out that example had a neural net; applicant’s claims don’t. As to applicant argument that Not math p8 Examiner Absence of a formula is not dispositive As to applicant argument that AI can’t be performed in the mind p8 Examiner AI not claimed As to applicant argument that Bid lurking imposes meaningful limits p10 Examiner This is not an argument. It’s a conclusion. In asserting “no human activity that can abstractly perform the computational functions”, Applicant conflates and distorts the steps of Alice/Mayo. Bidding process claimed is capable for being performed by a human. ML as presently claimed is a generic element generally applied. And it’s irrefutable that ML can be done mentally with a handful or more of data points (simple linear regression is an example). There’s no integration into a practical application. Applicant simply ‘automates’ a human process (MPEP 2106.05 a f g) The claims’s bidding is math, mental steps, organizing human activity. Additional elements are processor, ML but these are generic elements generally applied. By applicant’s logic, Alice Corp v CLS and Bilski should have been 101 eligible merely thru wordsmithing to add a computer. And, says Applicant, the processor adds a meaningful limit. Examiner Applicant’s claim addresses a business problem with a business solution, albeit by computer is used to ‘apply it’, automating the business solution. MPEP 2106. Applicant didn’t improve the technical field (remarks p17) but rather simply used a computer as a tool for automation. But as to that result, see Alice Corp. v. CLS Bank Int’l, 573 U.S. 208 (2014) “Such a result would make the determination of patent eligibility “depend simply on the draftsman’s art,” Flook, supra, at 593, thereby eviscerating the rule that “ ‘[l]aws of nature, natural phenomena, and abstract ideas are not patentable,’ ” Myriad, 569 U. S., at ___ (slip op., at 11).” If Applicant were right, each of Alice Corp and Bilski would have been decided for the patent holder. 101 maintained. The claims are rejected on the ground of nonstatutory double patenting as unpatentable over claims of US Serial No. 18591797 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 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 claim(s) is/are directed to one or more abstract idea(s). The claim(s) does/do not include additional elements that are sufficient to amount to significantly more than the abstract idea(s). Step 1: (MPEP 2106.03) The claims and dependents are directed to statutory classes (1 machine, 14 process, 20 manufacture). The claims herein are directed to subject matter which would be classified under one of the listed statutory classifications (i.e., 2019 Revised Patent Subject Matter Eligibility Guidance (hereinafter “PEG”) “PEG” Step 1=Yes). Step 2A, Prong One: Evaluating whether the claim(s) recite(s) a judicial exception -- law of nature, natural phenomenon, abstract idea. (MPEP 2106.04). Claim 1 PNG media_image2.png 620 638 media_image2.png Greyscale PNG media_image3.png 680 549 media_image3.png Greyscale PNG media_image4.png 55 544 media_image4.png Greyscale The claim is Collecting info, analyzing it, displaying certain results. Elec. Power Group (CAFC 2016) Independent Claims all similar. Additional elements are generally applied and generic processor, memory, computing device, machine learning. See Carnegie Mellon Machine Learning from 1984 article attached in last action. CERTAIN METHODS OF ORGANIZING HUMAN ACTIVITY MENTAL STEPS Alice clearinghouse for bids via computer Bilski hedge bids via computer Here marketing bids, mental steps, math via computer The Claims: rejected under 35 U.S.C. 101 as directed to an abstract idea (Certain Methods of Organizing Human Activity) without significantly more. The claims are directed to CERTAIN METHODS OF ORGANIZING HUMAN BEHAVIOR. 1) managing personal behavior or relationships or interactions between people 2) fundamental economic practice and a commercial interaction 3) long-standing commercial practice. The additional elements are claimed at a high level of generality. Applicant simply computer implements a business process, solving a business problem not a technical problem. The mental steps don’t need a computer. Here, the innovative concept is an abstract idea using additional elements which are generic and generally applied. These additional elements do not add significantly more. Step 2A, Prong Two: Identifying whether there are any additional elements recited in the claim beyond the judicial exception(s); and then evaluating those additional elements individually and in combination to determine whether they integrate the exception into a practical application. Prong Two distinguishes claims that are "directed to" the recited judicial exception from claims that are not "directed to" the recited judicial exception. (MPEP 2106.04). The claim says one is to take the idea and “apply it” with generic elements generally applied. This judicial exception is not integrated into a practical application. In particular, the claim only recites an additional elements – e.g. to perform data gathering, math, mental steps. The additional elements e.g. is recited at a high-level of generality (i.e., as a generic processor performing a generic computer function of ranking information based on a determined amount of use) such that it amounts no more than mere instructions to apply the exception using a generic computer component. Accordingly, this additional element does not integrate the abstract idea into a practical application because it does not impose any meaningful limits on practicing the abstract idea. The additional elements add MPEP 2106.05 is “iii. Mere automation of manual processes”. See (MPEP 21056.05 “vi. Instructions to display two sets of information on a computer display in a non-interfering manner”). Dependent claims 2 – 13, 15-19 21 -- the idea Step 2B: Identifying whether there are any additional elements (features/limitations/steps) recited in the claim beyond the judicial exception(s), and then evaluating those additional elements individually and in combination to determine whether they contribute an inventive concept (i.e., amount to significantly more than the judicial exception(s)). (MPEP 2106.05) The claim does not include additional elements that are sufficient to amount to significantly more than the judicial exception. As discussed above with respect to integration of the abstract idea into a practical application, the additional elements amount to no more than mere instructions to apply the exception using a generic computer component. See (MPEP 21056.05 “vi. Instructions to display two sets of information on a computer display in a non-interfering manner”). Mere instructions to apply an exception using a generic computer component cannot provide an inventive concept. The claim is not patent eligible. The additional elements are not sufficient to amount to significantly more than the judicial exception because the claims do not provide improvements to another technology or technical field, improvements to the functioning of the computer itself, and do not provide meaningful limitations beyond general linking the use of an abstract idea to a particular technological environment. The limitations (those beyond the abstract idea) do not improve the technical field that the abstract idea limitations invoke. Moreover, these generic limitations do not constitute significantly more because they are simply an attempt to limit the abstract idea to a particular technological environment, not meaningful limitations beyond generally linking the use of an abstract idea to a particular technological environment. See Alice Corp p 16 of slip op. noting that none of the hardware recited "offers a meaningful limitation beyond generally linking ‘the use of the [method] to a particular technological environment', that is implementation via computers" (citing Bilski 561 US at 610). Here, the claims neither improve the technological infrastructure nor provide particular solutions to challenges. Rather, in ordered combination the claim limitations spell out the steps of budgeting (Int. Ventures v. Cap One Bank ‘137 patent) using generic technology (storage, computer, medium, processor – stated at a high level of generality Fig 8-9 and corresponding text). In addition to these indisputably generic features, Applicant did not invent any of those features, and the claims do not recite them in a manner that produces generic use of these known features. DDR Holdings, LLC v. Hotels.com, L.P., 773 F.3d 1245, 1258 (Fed. Cir. 2014). When viewed as an ordered combination, the proposed claims recite no more than the sort of generic computer components employed in a customary manner that we have held insufficient to transform the abstract idea into a patent-eligible invention. Intellectual Ventures I LLC v. Symantec Corp., 838 F.3d 1307, 1321 (Fed. Cir. 2016). During prosecution, applicant has an opportunity and a duty to amend ambiguous claims to clearly and precisely define the metes and bounds of the claimed invention The claim places the public on notice of the scope of the patentee’s right to exclude See, eg, Johnson & Johnston Assoc Inc v RE Serv Co, 285 F3d 1046, 1052, 62 USPQ2d 1225, 1228 (Fed Cir 2002) (en banc) As stated in Halliburton Energy Servs, Inc v M-I LLC, 514 F3d 1244, 1255, 85 USPQ2d 1654, 1663 (CAFC 2008): “We note that the patent drafter is in the best position to resolve the ambiguity in the patent claims, and it is highly desirable that patent examiners demand that applicants do so in appropriate circumstances so that the patent can be amended during prosecution rather than attempting to resolve the ambiguity in litigation” POC Applicant's amendment necessitated the new ground(s) of rejection presented in this Office action. Accordingly, THIS ACTION IS MADE FINAL. See MPEP § 706.07(a). 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 BREFFNI X BAGGOT whose telephone number is (571)272-7154. The examiner can normally be reached M-F 8a-10a, 12p-6p. 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, Waseem Ashraf can be reached at 571-270-3948. 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. BREFFNI BAGGOT Primary Examiner Art Unit 3621 /BREFFNI BAGGOT/Primary Examiner, Art Unit 3621
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Prosecution Timeline

Show 4 earlier events
Jan 31, 2026
Interview Requested
Feb 06, 2026
Examiner Interview Summary
Feb 06, 2026
Applicant Interview (Telephonic)
Feb 10, 2026
Request for Continued Examination
Mar 02, 2026
Response after Non-Final Action
May 20, 2026
Non-Final Rejection mailed — §101, §DOUBLEPATENT
Aug 19, 2026
Response Filed
Sep 10, 2026
Final Rejection mailed — §101, §DOUBLEPATENT (current)

Precedent Cases

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Prosecution Projections

5-6
Expected OA Rounds
35%
Grant Probability
61%
With Interview (+25.8%)
3y 5m (~1y 8m remaining)
Median Time to Grant
High
PTA Risk
Based on 433 resolved cases by this examiner. Grant probability derived from career allowance rate.

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