Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18937327 | DATA PROCESSING SYSTEM WITH MACHINE LEARNING ENGINE TO PROVIDE OUTPUT GENERATION FUNCTIONS | November 2024 | September 2025 | Allow | 11 | 1 | 0 | No | No |
| 18822384 | SYSTEM FOR MANAGEMENT OF REWARDABLE COMPUTER-CONTROLLED CONTENT BLOCKS DELIVERY AND CONSUMPTION | September 2024 | January 2026 | Allow | 16 | 1 | 1 | Yes | No |
| 18786431 | DATABASE FILE MANAGEMENT SYSTEM FOR AN INTERACTIVE ARTIFICIAL INTELLIGENCE PERSONALIZED REWARDS SYSTEM | July 2024 | May 2025 | Abandon | 10 | 1 | 0 | No | No |
| 18502750 | Method and System For Fulfilling an Action | November 2023 | January 2026 | Abandon | 26 | 1 | 0 | No | No |
| 18555996 | SYSTEM AND METHOD TO MEASURE EFFECTIVENESS OF AN EVENT | October 2023 | January 2026 | Abandon | 27 | 1 | 0 | No | No |
| 18380056 | SYSTEM AND METHOD FOR IMPULSE PURCHASE PROMPTING | October 2023 | February 2026 | Abandon | 28 | 2 | 0 | Yes | No |
| 18380051 | SYSTEM AND METHOD FOR IMPULSE PURCHASE PROMPTING | October 2023 | September 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18372080 | SYSTEM AND METHOD FOR IMPROVED MARKETING COMPENSATION BY RECOGNITION OF NATURAL PROMOTION ELEMENTS IN MEDIA CONTENT | September 2023 | February 2026 | Allow | 29 | 1 | 1 | Yes | No |
| 18371674 | SYSTEMS, METHODS, AND DEVICES FOR GREENHOUSE GAS MONITORING AND CONTROL | September 2023 | September 2025 | Allow | 24 | 1 | 0 | Yes | No |
| 18371292 | SERVICE PROVIDING APPARATUS AND METHOD FOR PROVIDING SEARCH TERM NETWORK BASED ON SEARCH PATH | September 2023 | January 2026 | Allow | 28 | 2 | 0 | No | No |
| 18472012 | DIGITAL DEPOSIT RETURN SYSTEM | September 2023 | January 2026 | Abandon | 27 | 0 | 1 | No | No |
| 18371386 | DISTANCE BASED CONNECTED CAR DEVICE DIGITAL PROMOTION GENERATION SYSTEM AND RELATED METHODS | September 2023 | July 2025 | Allow | 22 | 1 | 0 | Yes | No |
| 18370895 | INFORMATION MANAGEMENT DEVICE, INFORMATION MANAGEMENT METHOD AND STORAGE MEDIUM | September 2023 | October 2025 | Allow | 25 | 2 | 0 | No | No |
| 18471252 | INFORMATION PROCESSING DEVICE AND METHOD | September 2023 | February 2026 | Abandon | 29 | 2 | 0 | No | No |
| 18469250 | SYSTEM AND METHOD FOR BLOCKCHAIN-BASED DATA CROWDSOURCING AND DISTRIBUTION | September 2023 | February 2026 | Abandon | 29 | 2 | 0 | No | No |
| 18469284 | SYSTEMS AND METHODS FOR DISTRIBUTING DIGITAL REWARDS BETWEEN THIRD PARTIES | September 2023 | December 2025 | Allow | 27 | 2 | 0 | Yes | No |
| 18468901 | INCENTIVE DETERMINATION METHOD AND INFORMATION PROCESSING APPARATUS | September 2023 | August 2025 | Abandon | 23 | 1 | 0 | No | No |
| 18467976 | SYSTEM AND METHOD FOR AUGMENTING TIME SERIES DATA | September 2023 | March 2026 | Abandon | 30 | 3 | 0 | Yes | No |
| 18369103 | SYSTEM AND METHOD FOR AMPLIFYING AND ENHANCING A DONATION OF CONSUMER INCENTIVE PROGRAM REWARDS | September 2023 | September 2025 | Abandon | 24 | 1 | 1 | No | No |
| 18467078 | INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD | September 2023 | November 2025 | Abandon | 26 | 2 | 0 | No | No |
| 18464524 | INFORMATION PROCESSING DEVICE | September 2023 | August 2025 | Abandon | 23 | 2 | 0 | Yes | No |
| 18243839 | INTERACTIVE DIGITAL ADVERTISING WITHIN VIRTUAL EXPERIENCES | September 2023 | September 2025 | Allow | 24 | 3 | 0 | Yes | No |
| 18244187 | ECO-FEEDBACK AND GAMING PLATFORM FOR HOME ENERGY MANAGEMENT | September 2023 | November 2025 | Abandon | 27 | 2 | 0 | Yes | No |
| 18457343 | INFORMATION PROCESSING METHOD | August 2023 | September 2025 | Abandon | 25 | 2 | 0 | Yes | No |
| 18452329 | CHARGING FOR ELECTRIC VEHICLES | August 2023 | February 2025 | Abandon | 18 | 2 | 1 | No | No |
| 18235316 | SYSTEMS AND METHODS FOR GENERATING, PROVIDING, AND MANAGING AUTOMATIC NOTIFICATIONS BASED ON USER PREFERENCES | August 2023 | November 2025 | Abandon | 27 | 2 | 0 | Yes | No |
| 18355581 | INDUSTRIAL AUTOMATION SOFTWARE UTILITY CREDITING | July 2023 | October 2025 | Abandon | 27 | 2 | 0 | No | No |
| 18210868 | ADVERTISING METHOD AND TOOL | June 2023 | June 2025 | Abandon | 24 | 2 | 0 | Yes | No |
| 18039507 | A METHOD OF ADVERTISING USING SKILL-BASED GAMING | May 2023 | February 2026 | Abandon | 32 | 1 | 0 | No | No |
| 18321101 | COMBINING ONLINE USER ACTIVITY WITH ADVERTISEMENTS FOR DISTRIBUTION ON A DECENTRALIZED NETWORK | May 2023 | November 2025 | Abandon | 30 | 2 | 0 | Yes | No |
| 18198480 | SYSTEMS AND METHODS FOR DYNAMICALLY INSERTING CONTENT ITEM SLOTS IN AN INFORMATION RESOURCE | May 2023 | April 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18197235 | SERVING ADVERTISEMENTS BASED ON PARTIAL QUERIES | May 2023 | October 2025 | Abandon | 29 | 2 | 0 | No | No |
| 18140076 | System and Method to Help Enable Creation of, Distribution of, and/or Access to Content | April 2023 | May 2025 | Allow | 25 | 2 | 0 | Yes | No |
| 18139201 | DUAL NETWORK IMPLEMENTED METHOD OF A CUSTOMER RELATIONSHIP MANAGEMENT AND POINT OF SALE MERCHANDISING SYSTEM FOR PATRON EXPERIENCE | April 2023 | December 2024 | Allow | 20 | 3 | 0 | Yes | No |
| 18136011 | Split up a single transaction into many transactions based on category spend | April 2023 | December 2025 | Abandon | 32 | 6 | 0 | Yes | No |
| 18132721 | METHODS AND SOFTWARE FOR PROVIDING TARGETED ADVERTISING TO A PRODUCT PROGRAM | April 2023 | June 2024 | Abandon | 14 | 3 | 0 | Yes | No |
| 18297115 | SYSTEMS AND METHODS FOR AUTOMATED AUDIENCE SET IDENTIFICATION | April 2023 | October 2025 | Abandon | 30 | 5 | 0 | Yes | No |
| 18192869 | THIRD PARTY CUSTOMIZED CONTENT BASED ON FIRST PARTY IDENTIFIER | March 2023 | June 2025 | Abandon | 27 | 2 | 0 | No | No |
| 18174303 | SYSTEMS AND METHODS FOR MANAGING INCENTIVES | February 2023 | December 2024 | Abandon | 21 | 2 | 0 | Yes | No |
| 18112012 | VISUAL ADWORDS IN AUGMENTED REALITY BASED ON QUALITY AND RARITY OF AMBIENCE SPECIFICATION | February 2023 | March 2025 | Allow | 25 | 2 | 0 | Yes | No |
| 18017857 | INFORMATION DISPLAYING APPARATUS, INFORMATION DISPLAYING METHOD, AND PROGRAM | January 2023 | November 2025 | Abandon | 34 | 4 | 0 | Yes | No |
| 18087662 | VIRTUAL GIFT DISPLAY METHOD, SERVER, AND TARGET RECEIVING END | December 2022 | March 2025 | Allow | 27 | 4 | 1 | No | No |
| 18086072 | DATA PROCESSING SYSTEM WITH MACHINE LEARNING ENGINE TO PROVIDE OUTPUT GENERATION FUNCTIONS | December 2022 | August 2024 | Allow | 19 | 3 | 0 | Yes | No |
| 18075705 | METHOD AND SYSTEM FOR PREDICTING A KEY PERFORMANCE INDICATOR (KPI) OF AN ADVERTISING CAMPAIGN | December 2022 | November 2024 | Abandon | 24 | 2 | 0 | Yes | No |
| 17924047 | GLOBAL MOBILE VOUCHER PLATFORM AND METHOD FOR SENDING MOBILE VOUCHER BETWEEN COUNTRIES USING THE SAME | November 2022 | June 2025 | Abandon | 32 | 4 | 1 | No | No |
| 17978860 | REWARDS AGGREGATION AND ALLOCATION SYSTEM | November 2022 | June 2025 | Abandon | 32 | 4 | 0 | Yes | No |
| 17941463 | AUDIO-OUT-OF-HOME STREAMING AT A RETAIL LOCATION | September 2022 | October 2024 | Allow | 26 | 3 | 0 | Yes | No |
| 17941598 | EMBEDDING ADVERTISEMENTS INTO DIGITAL MEDIA CONTENT SHARED WITHIN A DISTRIBUTED SYSTEM | September 2022 | August 2025 | Abandon | 35 | 4 | 0 | No | No |
| 17871061 | SYSTEMS AND METHODS FOR ASSISTING WITH MERCHANDISE PURCHASES AT A RETAIL FACILITY | July 2022 | July 2024 | Allow | 24 | 1 | 0 | Yes | No |
| 17858738 | DYNAMICALLY CHANGING A TAG'S DISPLAYED CONTENT RESPONSIVE TO AN INDIVIDUAL'S PROXIMITY THERETO | July 2022 | July 2025 | Allow | 37 | 6 | 0 | Yes | No |
| 17662503 | DIGITAL PORTAL CONFIGURED TO PROVIDE LOCATION TRIGGERED INTERACTIVE ELECTRONIC INTERFACES | May 2022 | May 2025 | Abandon | 37 | 4 | 0 | No | No |
| 17661558 | TRAINING AN ARTIFICIAL INTELLIGENCE ENGINE TO PREDICT RESPONSES FOR DETERMINING APPROPRIATE ACTION | May 2022 | February 2024 | Allow | 21 | 3 | 1 | No | No |
| 17697886 | DYNAMIC VEHICLE CLASSIFICATION | March 2022 | December 2025 | Abandon | 45 | 2 | 0 | Yes | No |
| 17683883 | LINKING A CONTEXT ENVIRONMENT TO A CONTEXT SERVICE | March 2022 | July 2025 | Allow | 41 | 6 | 0 | Yes | No |
| 17588250 | ALLOCATING SEARCH ENGINE MARKETING BUDGET BASED ON MARGINAL RETURN ON ADVERTISEMENT SPEND | January 2022 | February 2025 | Abandon | 37 | 2 | 0 | Yes | No |
| 17536833 | TARGETED GAMIFIED ECOMMERCE SERVICE | November 2021 | August 2025 | Abandon | 44 | 6 | 1 | No | No |
| 17600533 | SECURE COMMUNICATION METHOD SUITABLE FOR ORDERING A PRODUCT OR A SERVICE USING A COMMUNICATION TERMINAL | September 2021 | August 2025 | Abandon | 46 | 6 | 0 | Yes | No |
| 17464016 | SMART SCENT LIBRARY | September 2021 | February 2025 | Abandon | 42 | 4 | 0 | Yes | No |
| 17411109 | METHODS AND SYSTEMS FOR MANAGING LOCAL AND REMOTE DATA | August 2021 | November 2024 | Abandon | 39 | 4 | 0 | Yes | No |
| 17399412 | SURFACING LOCAL MERCHANTS WITH ENHANCED REWARD OPPORTUNITIES | August 2021 | September 2025 | Abandon | 50 | 6 | 1 | Yes | No |
| 17362955 | PARCEL ADVERTISING | June 2021 | October 2024 | Abandon | 40 | 1 | 0 | No | No |
| 17323477 | METHODS AND SYSTEMS FOR DETERMINING EXPOSURE TO OUTDOOR DISPLAYS | May 2021 | June 2025 | Allow | 49 | 8 | 0 | Yes | No |
| 17302045 | SYSTEMS, APPARATUS, AND METHODS FOR PROVIDING AN INTERACTIVE SELF-SERVICE INTERFACE FOR RECEIVING SELECTION OF SELECTABLE LOCATION INDICATORS AND GENERATING AN IMPRESSION OBJECT BASED ON THE SELECTION | April 2021 | October 2025 | Abandon | 54 | 6 | 0 | Yes | No |
| 17301766 | LOCATION-BASED LOYALTY SERVICE | April 2021 | September 2025 | Abandon | 53 | 6 | 0 | No | No |
| 17196087 | DISTRIBUTED SCALABLE MEDIA ENVIRONMENT FOR ADVERTISING PLACEMENT IN MOVIES | March 2021 | July 2023 | Allow | 28 | 2 | 0 | Yes | No |
| 17248918 | SYSTEMS, APPARATUS, AND METHODS FOR PROVIDING ELECTRONIC NEWSFEED USER INTERFACES | February 2021 | May 2025 | Abandon | 51 | 6 | 0 | Yes | No |
| 17149482 | SYSTEM FOR MANAGEMENT OF REWARDABLE COMPUTER-CONTROLLED CONTENT BLOCKS DELIVERY AND CONSUMPTION | January 2021 | June 2024 | Allow | 41 | 2 | 1 | Yes | No |
| 16668925 | INTER-ENTITY NON-MONETARY TRANSACTIONS | October 2019 | August 2024 | Allow | 58 | 9 | 0 | Yes | No |
| 15377899 | SYSTEMS AND METHODS FOR IMPROVING SOCIAL MEDIA ADVERTISING EFFICIENCY | December 2016 | October 2024 | Abandon | 60 | 6 | 1 | Yes | Yes |
| 14270065 | VEHICLE SECURITY AND CUSTOMIZATION | May 2014 | September 2014 | Allow | 5 | 1 | 0 | Yes | No |
| 14163419 | SERVER OFFERING SERVICE TARGETING USER AND SERVICE OFFERING METHOD THEREOF | January 2014 | February 2019 | Allow | 60 | 5 | 0 | Yes | No |
| 14065841 | System and Method of Payment for Online Content with Adaptive Value Calculator | October 2013 | November 2019 | Abandon | 60 | 14 | 0 | Yes | No |
| 13826577 | TIMER-BASED AD PLACEMENT IN CONTENT RETRIEVAL APPLICATIONS | March 2013 | February 2016 | Allow | 35 | 6 | 0 | No | No |
| 13250048 | TIMER-BASED AD PLACEMENT IN CONTENT RETRIEVAL APPLICATIONS | September 2011 | February 2016 | Allow | 53 | 6 | 0 | Yes | No |
| 12675045 | INFORMATION PROVIDING METHOD AND ADVERTISEMENT PROVIDING METHOD | January 2011 | July 2014 | Allow | 53 | 2 | 1 | No | No |
| 12985560 | CERTIFIED PROMISSORY PAYMENT METHOD FOR TRANSACTION WITH REWARD POINTS | January 2011 | September 2013 | Allow | 32 | 1 | 0 | No | No |
| 12984520 | SYSTEMS, METHODS, AND MEDIA FOR TARGETING ADVERTISEMENTS BASED ON USER SEARCH INFORMATION | January 2011 | December 2014 | Allow | 47 | 2 | 0 | Yes | Yes |
| 12982519 | COMPLEMENTING OPERATION OF DISPLAY DEVICES IN AN AUGMENTED REALITY ENVIRONMENT | December 2010 | November 2016 | Allow | 60 | 8 | 1 | Yes | No |
| 12897887 | OPTIMAL LIST-PRICE MECHANISM DESIGN FOR MULTI-LEVEL DEVICE CLICK-THROUGH IN TARGETED PRINT OR ELECTRONIC COMMUNICATION | October 2010 | July 2013 | Allow | 33 | 2 | 0 | Yes | No |
| 12839119 | Method and System for Reliable and Fast Mobile Marketing | July 2010 | March 2026 | Abandon | 60 | 20 | 0 | Yes | Yes |
| 12787087 | VIRTUAL-WORLD AVATAR-BASED ADVERTISING WITH GESTURES AND PREDETERMINED PAYMENTS | May 2010 | April 2013 | Allow | 34 | 1 | 0 | Yes | No |
| 12754422 | FAST NETWORKED BASED ADVERTISEMENT SELECTION | April 2010 | August 2014 | Allow | 52 | 4 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner STROUD, CHRISTOPHER.
With a 0.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.
Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.
In this dataset, 0.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.
⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.
⚠ Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.
Examiner STROUD, CHRISTOPHER works in Art Unit 3621 and has examined 27 patent applications in our dataset. With an allowance rate of 55.6%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 49 months.
Examiner STROUD, CHRISTOPHER's allowance rate of 55.6% places them in the 16% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.
On average, applications examined by STROUD, CHRISTOPHER receive 5.33 office actions before reaching final disposition. This places the examiner in the 100% percentile for office actions issued. This examiner issues more office actions than most examiners, which may indicate thorough examination or difficulty in reaching agreement with applicants.
The median time to disposition (half-life) for applications examined by STROUD, CHRISTOPHER is 49 months. This places the examiner in the 7% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +7.1% benefit to allowance rate for applications examined by STROUD, CHRISTOPHER. This interview benefit is in the 35% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 9.3% of applications are subsequently allowed. This success rate is in the 4% percentile among all examiners. Strategic Insight: RCEs show lower effectiveness with this examiner compared to others. Consider whether a continuation application might be more strategic, especially if you need to add new matter or significantly broaden claims.
This examiner enters after-final amendments leading to allowance in 10.3% of cases where such amendments are filed. This entry rate is in the 10% percentile among all examiners. Strategic Recommendation: This examiner rarely enters after-final amendments compared to other examiners. You should generally plan to file an RCE or appeal rather than relying on after-final amendment entry. Per MPEP § 714.12, primary examiners have discretion in entering after-final amendments, and this examiner exercises that discretion conservatively.
When applicants request a pre-appeal conference (PAC) with this examiner, 0.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 16% percentile among all examiners. Note: Pre-appeal conferences show limited success with this examiner compared to others. While still worth considering, be prepared to proceed with a full appeal brief if the PAC does not result in favorable action.
This examiner withdraws rejections or reopens prosecution in 33.3% of appeals filed. This is in the 5% percentile among all examiners. Of these withdrawals, 100.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner rarely withdraws rejections during the appeal process compared to other examiners. If you file an appeal, be prepared to fully prosecute it to a PTAB decision. Per MPEP § 1207, the examiner will prepare an Examiner's Answer maintaining the rejections.
When applicants file petitions regarding this examiner's actions, 90.9% are granted (fully or in part). This grant rate is in the 88% percentile among all examiners. Strategic Note: Petitions are frequently granted regarding this examiner's actions compared to other examiners. Per MPEP § 1002.02(c), various examiner actions are petitionable to the Technology Center Director, including prematureness of final rejection, refusal to enter amendments, and requirement for information. If you believe an examiner action is improper, consider filing a petition.
Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 33% percentile). This examiner makes examiner's amendments less often than average. You may need to make most claim amendments yourself.
Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 36% percentile). This examiner issues Quayle actions less often than average. Allowances may come directly without a separate action for formal matters.
Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:
Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.
No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.
Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.
Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.