Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18957728 | Automatic Discount Code Entry and Evaluation | November 2024 | July 2025 | Allow | 7 | 0 | 0 | No | No |
| 18838994 | A SYSTEM AND A METHOD FOR MULTIPLE PURCHASES IN A VENDING MACHINE | August 2024 | January 2026 | Abandon | 17 | 1 | 0 | No | No |
| 18759832 | SYSTEM AND METHOD FOR ON-DEMAND CARE SERVICE | June 2024 | November 2025 | Abandon | 17 | 1 | 0 | No | No |
| 18656027 | CONTENT STORAGE MANAGEMENT | May 2024 | November 2025 | Allow | 18 | 1 | 0 | Yes | No |
| 18647278 | DYNAMIC UPGRADE ENGINE | April 2024 | February 2026 | Allow | 22 | 2 | 0 | Yes | No |
| 18584274 | TRIGGERING LIVE MEDIA STREAMS VIA DYNAMIC DISPLAY OBJECT | February 2024 | September 2025 | Abandon | 18 | 1 | 0 | No | No |
| 18395677 | SYSTEM AND METHOD FOR MANAGING REFERRAL COMPETITION USING LEADERBOARD | December 2023 | March 2026 | Abandon | 26 | 2 | 0 | No | No |
| 18541253 | EXPOSING DEMAND SIDE PLATFORMS MECHANISM FOR BROADCAST RADIO | December 2023 | April 2025 | Allow | 16 | 0 | 0 | Yes | No |
| 18516244 | GUIDED PURCHASING VIA SMARTPHONE | November 2023 | March 2026 | Abandon | 28 | 2 | 0 | No | No |
| 18289421 | METHOD AND SYSTEM FOR DIGITAL ADVERTISEMENT OPTIMIZATION | November 2023 | January 2026 | Abandon | 26 | 1 | 0 | No | No |
| 18453495 | COLLABORATIVE NON-FUNGIBLE TOKEN ADVERTISING SYSTEM FOR TARGETED INFLUENCE ON SOCIAL NETWORK AND METHOD THEREOF | August 2023 | November 2025 | Abandon | 27 | 2 | 0 | No | No |
| 18232399 | MACHINE LEARNING BASED CUSTOMIZED NOTIFICATION GENERATION AND AUTHENTICATION SYSTEM | August 2023 | October 2025 | Abandon | 26 | 2 | 0 | Yes | No |
| 18215585 | Automatic Discount Code Entry and Evaluation | June 2023 | October 2024 | Allow | 15 | 2 | 1 | Yes | No |
| 18317720 | AUTOMATICALLY ASSESSING REFERRALS | May 2023 | January 2026 | Abandon | 32 | 2 | 1 | Yes | No |
| 18316843 | METHODS AND APPARATUS FOR ANALYZING AN INTERNET AUDIENCE | May 2023 | November 2024 | Abandon | 18 | 1 | 0 | Yes | No |
| 17924111 | ADVERTISEMENT SERVICE SYSTEM FOR PROVIDING ADVERTISEMENT FOR LOCAL SIGNAGE AND USER TERMINAL BY USING SIGNAGE CONTENT AND EXPANDED CONTENT | November 2022 | February 2025 | Abandon | 27 | 1 | 0 | No | No |
| 17954235 | SYSTEM AND METHOD OF PROMOTING ITEMS RELATED TO PROGRAMMING CONTENT | September 2022 | October 2024 | Abandon | 25 | 1 | 0 | No | No |
| 17855377 | MACHINE-LEARNED NEURAL NETWORK ARCHITECTURES FOR INCREMENTAL LIFT PREDICTIONS USING EMBEDDINGS | June 2022 | June 2025 | Allow | 35 | 2 | 1 | Yes | No |
| 17662618 | CONSUMER RELATIONSHIP OPTIMIZER | May 2022 | July 2024 | Allow | 26 | 3 | 0 | Yes | No |
| 17734450 | MOBILE CHAT APPLICATION INTEGRATION WITH PROMOTIONAL SYSTEMS | May 2022 | December 2024 | Abandon | 32 | 4 | 0 | No | No |
| 17733694 | PRODUCT CONVERSION RATE ZONE PERFORMANCE | April 2022 | October 2024 | Abandon | 30 | 5 | 0 | Yes | No |
| 17731819 | System, Method, and Computer Program Product for Segmenting Users Using a Machine Learning Model Based on Transaction Data | April 2022 | December 2025 | Abandon | 44 | 4 | 0 | Yes | Yes |
| 17535229 | AUTOMATED PROFILE SHARING SYSTEM | November 2021 | April 2025 | Abandon | 41 | 5 | 0 | Yes | No |
| 17534188 | SYSTEMS AND METHODS FOR REGISTERING AND TRACKING ITEMS | November 2021 | April 2025 | Abandon | 40 | 3 | 0 | Yes | No |
| 17470139 | SCHEDULING DISPLAYS ON A TERMINAL DEVICE | September 2021 | May 2025 | Abandon | 44 | 3 | 0 | No | No |
| 17465261 | Search Result Content Sequencing | September 2021 | November 2025 | Allow | 50 | 4 | 0 | Yes | Yes |
| 17419983 | AN INFORMATION PROCESSING METHOD AND SYSTEM TO ALLOW USER ACCOUNT REGISTRATION AND ACCOUNTS LINKAGE | June 2021 | February 2025 | Abandon | 44 | 3 | 0 | Yes | No |
| 17127465 | TIMING ADVERTISING TO USER RECEPTIVITY | December 2020 | February 2025 | Abandon | 50 | 5 | 0 | Yes | No |
| 17110919 | VEHICLE AND METHOD OF MANAGING CLEANLINESS OF INTERIOR OF THE SAME | December 2020 | January 2025 | Abandon | 49 | 4 | 0 | Yes | No |
| 17038840 | COMPLIANT AND AUDITABLE DATA HANDLING IN A DATA CONFIDENCE FABRIC | September 2020 | July 2025 | Abandon | 57 | 6 | 0 | No | No |
| 16910723 | METHODS AND SYSTEMS FOR TRACKING ECO-FRIENDLY FINANCIAL ACTIVITIES | June 2020 | August 2024 | Allow | 50 | 5 | 0 | Yes | No |
| 16894490 | USING MACHINE LEARNING TO VIRTUALIZE PRODUCT TESTS | June 2020 | November 2024 | Allow | 53 | 5 | 0 | Yes | No |
| 16826535 | SYSTEMS AND METHODS FOR PROVIDING AN OFFER BASED ON VEHICLE IDENTIFICATION | March 2020 | November 2024 | Abandon | 56 | 6 | 0 | Yes | No |
| 16262485 | BIDDING PLATFORM WITH CONTROLS FOR MULTIPLE OBJECTIVES | January 2019 | July 2025 | Abandon | 60 | 8 | 0 | Yes | Yes |
| 14527724 | Capacity and Demand Matching System | October 2014 | December 2024 | Abandon | 60 | 11 | 0 | Yes | Yes |
| 13249047 | NETWORK CONTENT MESSAGE PLACEMENT MANAGEMENT | September 2011 | August 2013 | Allow | 23 | 1 | 0 | Yes | No |
| 13007526 | METHODS AND APPARATUS FOR PERFORMING ENHANCED QUERIES FOR ITEMS SUCH AS MAPS AND GEOSPATIAL DATA | January 2011 | March 2014 | Allow | 38 | 2 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner PATEL, DIPEN M.
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 PATEL, DIPEN M works in Art Unit 3621 and has examined 15 patent applications in our dataset. With an allowance rate of 33.3%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 50 months.
Examiner PATEL, DIPEN M's allowance rate of 33.3% places them in the 5% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.
On average, applications examined by PATEL, DIPEN M receive 4.73 office actions before reaching final disposition. This places the examiner in the 99% 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 PATEL, DIPEN M is 50 months. This places the examiner in the 6% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +38.5% benefit to allowance rate for applications examined by PATEL, DIPEN M. This interview benefit is in the 86% percentile among all examiners. Recommendation: Interviews are highly effective with this examiner and should be strongly considered as a prosecution strategy. Per MPEP § 713.10, interviews are available at any time before the Notice of Allowance is mailed or jurisdiction transfers to the PTAB.
When applicants file an RCE with this examiner, 7.7% of applications are subsequently allowed. This success rate is in the 3% 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 0.0% of cases where such amendments are filed. This entry rate is in the 2% 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, 200.0% are granted (fully or in part). This grant rate is in the 99% 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.