USPTO Examiner PATEL DIPEN M - Art Unit 3621

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18957728Automatic Discount Code Entry and EvaluationNovember 2024July 2025Allow700NoNo
18838994A SYSTEM AND A METHOD FOR MULTIPLE PURCHASES IN A VENDING MACHINEAugust 2024January 2026Abandon1710NoNo
18759832SYSTEM AND METHOD FOR ON-DEMAND CARE SERVICEJune 2024November 2025Abandon1710NoNo
18656027CONTENT STORAGE MANAGEMENTMay 2024November 2025Allow1810YesNo
18647278DYNAMIC UPGRADE ENGINEApril 2024February 2026Allow2220YesNo
18584274TRIGGERING LIVE MEDIA STREAMS VIA DYNAMIC DISPLAY OBJECTFebruary 2024September 2025Abandon1810NoNo
18395677SYSTEM AND METHOD FOR MANAGING REFERRAL COMPETITION USING LEADERBOARDDecember 2023March 2026Abandon2620NoNo
18541253EXPOSING DEMAND SIDE PLATFORMS MECHANISM FOR BROADCAST RADIODecember 2023April 2025Allow1600YesNo
18516244GUIDED PURCHASING VIA SMARTPHONENovember 2023March 2026Abandon2820NoNo
18289421METHOD AND SYSTEM FOR DIGITAL ADVERTISEMENT OPTIMIZATIONNovember 2023January 2026Abandon2610NoNo
18453495COLLABORATIVE NON-FUNGIBLE TOKEN ADVERTISING SYSTEM FOR TARGETED INFLUENCE ON SOCIAL NETWORK AND METHOD THEREOFAugust 2023November 2025Abandon2720NoNo
18232399MACHINE LEARNING BASED CUSTOMIZED NOTIFICATION GENERATION AND AUTHENTICATION SYSTEMAugust 2023October 2025Abandon2620YesNo
18215585Automatic Discount Code Entry and EvaluationJune 2023October 2024Allow1521YesNo
18317720AUTOMATICALLY ASSESSING REFERRALSMay 2023January 2026Abandon3221YesNo
18316843METHODS AND APPARATUS FOR ANALYZING AN INTERNET AUDIENCEMay 2023November 2024Abandon1810YesNo
17924111ADVERTISEMENT SERVICE SYSTEM FOR PROVIDING ADVERTISEMENT FOR LOCAL SIGNAGE AND USER TERMINAL BY USING SIGNAGE CONTENT AND EXPANDED CONTENTNovember 2022February 2025Abandon2710NoNo
17954235SYSTEM AND METHOD OF PROMOTING ITEMS RELATED TO PROGRAMMING CONTENTSeptember 2022October 2024Abandon2510NoNo
17855377MACHINE-LEARNED NEURAL NETWORK ARCHITECTURES FOR INCREMENTAL LIFT PREDICTIONS USING EMBEDDINGSJune 2022June 2025Allow3521YesNo
17662618CONSUMER RELATIONSHIP OPTIMIZERMay 2022July 2024Allow2630YesNo
17734450MOBILE CHAT APPLICATION INTEGRATION WITH PROMOTIONAL SYSTEMSMay 2022December 2024Abandon3240NoNo
17733694PRODUCT CONVERSION RATE ZONE PERFORMANCEApril 2022October 2024Abandon3050YesNo
17731819System, Method, and Computer Program Product for Segmenting Users Using a Machine Learning Model Based on Transaction DataApril 2022December 2025Abandon4440YesYes
17535229AUTOMATED PROFILE SHARING SYSTEMNovember 2021April 2025Abandon4150YesNo
17534188SYSTEMS AND METHODS FOR REGISTERING AND TRACKING ITEMSNovember 2021April 2025Abandon4030YesNo
17470139SCHEDULING DISPLAYS ON A TERMINAL DEVICESeptember 2021May 2025Abandon4430NoNo
17465261Search Result Content SequencingSeptember 2021November 2025Allow5040YesYes
17419983AN INFORMATION PROCESSING METHOD AND SYSTEM TO ALLOW USER ACCOUNT REGISTRATION AND ACCOUNTS LINKAGEJune 2021February 2025Abandon4430YesNo
17127465TIMING ADVERTISING TO USER RECEPTIVITYDecember 2020February 2025Abandon5050YesNo
17110919VEHICLE AND METHOD OF MANAGING CLEANLINESS OF INTERIOR OF THE SAMEDecember 2020January 2025Abandon4940YesNo
17038840COMPLIANT AND AUDITABLE DATA HANDLING IN A DATA CONFIDENCE FABRICSeptember 2020July 2025Abandon5760NoNo
16910723METHODS AND SYSTEMS FOR TRACKING ECO-FRIENDLY FINANCIAL ACTIVITIESJune 2020August 2024Allow5050YesNo
16894490USING MACHINE LEARNING TO VIRTUALIZE PRODUCT TESTSJune 2020November 2024Allow5350YesNo
16826535SYSTEMS AND METHODS FOR PROVIDING AN OFFER BASED ON VEHICLE IDENTIFICATIONMarch 2020November 2024Abandon5660YesNo
16262485BIDDING PLATFORM WITH CONTROLS FOR MULTIPLE OBJECTIVESJanuary 2019July 2025Abandon6080YesYes
14527724Capacity and Demand Matching SystemOctober 2014December 2024Abandon60110YesYes
13249047NETWORK CONTENT MESSAGE PLACEMENT MANAGEMENTSeptember 2011August 2013Allow2310YesNo
13007526METHODS AND APPARATUS FOR PERFORMING ENHANCED QUERIES FOR ITEMS SUCH AS MAPS AND GEOSPATIAL DATAJanuary 2011March 2014Allow3820YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner PATEL, DIPEN M.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
2
Examiner Affirmed
2
(100.0%)
Examiner Reversed
0
(0.0%)
Reversal Percentile
15.1%
Lower than average

What This Means

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.

Strategic Value of Filing an Appeal

Total Appeal Filings
3
Allowed After Appeal Filing
0
(0.0%)
Not Allowed After Appeal Filing
3
(100.0%)
Filing Benefit Percentile
8.2%
Lower than average

Understanding Appeal Filing Strategy

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.

Strategic Recommendations

⚠ 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 - Prosecution Strategy Guide

Executive Summary

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.

Allowance Patterns

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.

Office Action Patterns

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.

Prosecution Timeline

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.

Interview Effectiveness

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.

Request for Continued Examination (RCE) Effectiveness

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.

After-Final Amendment Practice

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.

Pre-Appeal Conference Effectiveness

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.

Appeal Withdrawal and Reconsideration

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.

Petition Practice

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 Cooperation and Flexibility

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.

Prosecution Strategy Recommendations

Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:

  • Prepare for rigorous examination: With a below-average allowance rate, ensure your application has strong written description and enablement support. Consider filing a continuation if you need to add new matter.
  • Expect multiple rounds of prosecution: This examiner issues more office actions than average. Address potential issues proactively in your initial response and consider requesting an interview early in prosecution.
  • Prioritize examiner interviews: Interviews are highly effective with this examiner. Request an interview after the first office action to clarify issues and potentially expedite allowance.
  • Plan for RCE after final rejection: This examiner rarely enters after-final amendments. Budget for an RCE in your prosecution strategy if you receive a final rejection.
  • Plan for extended prosecution: Applications take longer than average with this examiner. Factor this into your continuation strategy and client communications.

Relevant MPEP Sections for Prosecution Strategy

  • MPEP § 713.10: Examiner interviews - available before Notice of Allowance or transfer to PTAB
  • MPEP § 714.12: After-final amendments - may be entered "under justifiable circumstances"
  • MPEP § 1002.02(c): Petitionable matters to Technology Center Director
  • MPEP § 1004: Actions requiring primary examiner signature (allowances, final rejections, examiner's answers)
  • MPEP § 1207.01: Appeal conferences - mandatory for all appeals
  • MPEP § 1214.07: Reopening prosecution after appeal

Important Disclaimer

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.