USPTO Examiner MARANDI JAMES R - Art Unit 2421

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19023244METHODS AND APPARATUS TO IDENTIFY AN EPISODE NUMBER BASED ON FINGERPRINT AND MATCHED VIEWING INFORMATIONJanuary 2025March 2026Allow1400YesNo
18986420SYSTEMS AND METHODS FOR SELECTING NETWORK-CONNECTED DEVICES TO PROVIDE DEVICE FUNCTIONS FOR AN EVENTDecember 2024January 2026Allow1300YesNo
18970441MIXED REALITY MEDIA CONTENTDecember 2024January 2026Allow1400YesNo
18959237SYSTEMS AND METHODS FOR PROVIDING A CONTEXTUAL MENU WITH INFORMATION RELATED TO AN EMERGENCY ALERTNovember 2024March 2026Allow1600YesNo
18957574METHOD AND APPARATUS FOR GENERATING VIDEO STREAMNovember 2024January 2026Allow1400YesNo
18944188SYSTEMS AND METHODS FOR GENERATING A NOTIFICATION IN RESPONSE TO A LIVE BROADCASTNovember 2024January 2026Allow1500YesNo
18918740Method and System for Controlling Lighting in a Viewing Area of a Content-Presentation DeviceOctober 2024October 2025Allow1200YesNo
18905288COMMON THUMBNAILS PER CONTENT SOURCE FOR USE ACROSS UNIQUE STREAMING SESSIONSOctober 2024October 2025Allow1200NoNo
18810917Use of Steganographically-Encoded Data as Basis to Disambiguate Fingerprint-Based Channel-Multi-MatchAugust 2024September 2025Allow1200YesNo
18800693ADAPTIVE VIDEO RECAP OF PARTIALLY VIEWED MEDIA CONTENT IN AN ELECTRONIC DEVICEAugust 2024October 2025Allow1400YesNo
18786954NEWS FEED FOR MEDIA CONTENT SELECTIONJuly 2024January 2026Allow1810YesNo
18777637HLS GLOBAL SYNCHRONIZATION AND MULTI-VIEWER WATCH PARTIESJuly 2024August 2025Allow1300NoNo
18762116ADAPTIVE VIDEO RECAP OF MEDIA CONTENT EPISODES IN AN ELECTRONIC DEVICEJuly 2024July 2025Allow1200NoNo
18762214METHOD AND APPARATUS FOR IDENTIFYING A SINGLE USER REQUESTING CONFLICTING CONTENT AND RESOLVING SAID CONFLICTJuly 2024August 2025Allow1300YesNo
18756183METHODS AND APPARATUS TO IDENTIFY MEDIA PRESENTATIONS BY ANALYZING NETWORK TRAFFICJune 2024December 2025Allow1710NoNo
18756075VIDEO PLAY METHOD AND APPARATUS AND ELECTRONIC DEVICEJune 2024February 2026Allow1910NoNo
18746795SYSTEMS AND METHODS FOR INCREASING FIRST USER SUBSCRIPTIONJune 2024September 2025Allow1510YesNo
18746932METHODS AND SYSTEMS FOR PROVIDING A PREFERRED CONTENT SOURCE INTERFACEJune 2024June 2025Allow1200NoNo
18744408METHOD, ELECTRIC DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM FOR GENERATING LIVE STREAM PROMPT INFORMATIONJune 2024January 2026Allow1910NoNo
18675286METHOD FOR SWITCHING CONTROL COMMANDS ACROSS PLATFORMS AND SMART DEVICEMay 2024February 2026Allow2010NoNo
18710454MULTI-USER MEDIA PLAYBACK SYSTEMMay 2024November 2025Allow1810NoNo
18622385METHODS AND SYSTEMS FOR MANAGING CONTENT RESTRICTIONSMarch 2024January 2025Allow900YesNo
18686948LOCATION-BASED VIDEO SERVICE SERVER AND SYSTEMFebruary 2024May 2025Allow1400NoNo
18584902AUTOPLAYING CONTENT ACROSS MULTIPLE PROVIDERS ON A TELEVISIONFebruary 2024June 2025Allow1500NoNo
18583324SYSTEMS AND METHODS FOR PROVIDING VIDEO ENHANCEMENT FOR SPORTING EVENTSFebruary 2024October 2024Allow800YesNo
18441794PERSONALIZED RECOMMENDATIONS FOR TELEVISION SPORTS CONTENTFebruary 2024October 2025Allow2010YesNo
18440603MIXED REALITY MEDIA CONTENTFebruary 2024September 2024Allow700YesNo
18437765METHOD FOR LIVING TV PROGRAM RECOMMENDATION BASED ON DIFFERENT TIME-PERIODS ON SET-TOP BOX (STB)February 2024December 2025Abandon2310NoNo
18431612SYSTEMS AND METHODS FOR SETTING VIEWING DIRECTIONS FOR VIDEOSFebruary 2024March 2025Allow1400NoNo
18428370METHODS AND SYSTEMS FOR STREAMING VIDEO ANALYSISJanuary 2024June 2025Allow1600YesNo
18293035SYSTEM AND METHOD FOR VISUALLY MONITORING MEDIA STREAMSJanuary 2024March 2025Allow1400NoNo
18414604GENERATING NOTIFICATIONS THAT PROVIDE CONTEXT FOR PREDICTED CONTENT INTERRUPTIONSJanuary 2024September 2024Allow800YesNo
18414356CONTENT SHARING PLATFORM CHANNEL REVIEW USING A VIRTUAL ASSISTANTJanuary 2024June 2025Allow1700NoNo
18408325VIDEO CLIP LEARNING MODELJanuary 2024June 2025Allow1800NoNo
18402687MULTI-PARTICIPANT MEDIA CONTROL AND PLAYBACKJanuary 2024March 2025Allow1510YesNo
18541963USER INTERFACE FOR IMPROVING USER ENGAGEMENT ON A MEDIA CONTENT ITEM BEING PRESENTEDDecember 2023February 2026Allow2610NoNo
18528390SYSTEMS AND METHODS FOR REARRANGING A TRAILER FOR MEDIA CONTENT BASED ON SPOILER INFORMATIONDecember 2023March 2025Allow1610YesNo
18522843METHODS AND APPARATUS TO IDENTIFY MEDIA PRESENTATIONS BY ANALYZING NETWORK TRAFFICNovember 2023June 2024Allow610YesNo
18516118CUSTOMIZED GENERATION OF HIGHLIGHTS SHOW WITH NARRATIVE COMPONENTNovember 2023March 2025Allow1600YesNo
18514957METHODS AND APPARATUS TO GENERATE AUDIENCE MEASUREMENT DATA FROM POPULATION SAMPLE DATA HAVING INCOMPLETE DEMOGRAPHIC CLASSIFICATIONSNovember 2023June 2024Allow700YesNo
18514993METHODS AND APPARATUS TO IDENTIFY AN EPISODE NUMBER BASED ON FINGERPRINT AND MATCHED VIEWING INFORMATIONNovember 2023September 2024Allow1000YesNo
18515106METHODS AND SYSTEMS FOR PROVIDING DYNAMICALLY COMPOSED PERSONALIZED MEDIA ASSETSNovember 2023September 2024Allow1000YesNo
18505589ELECTRONIC APPARATUS AND OPERATING METHOD OF ELECTRONIC APPARATUSNovember 2023July 2025Allow2010YesNo
18288344METHOD AND SYSTEM FOR GENERATING SMART THUMBNAILSOctober 2023February 2025Allow1600NoNo
18381590PORTABLE TERMINAL DEVICE, TELEVISION RECEIVER, AND INCOMING CALL NOTIFICATION METHODOctober 2023February 2025Allow1610NoNo
18555632METHOD FOR PROCESSING SPATIAL CONTENT AND ELECTRONIC DEVICE PERFORMING SAMEOctober 2023June 2025Allow2010NoNo
18474835AUTOMATED INDICATION AND MAPPING OF OBJECTS IN VIDEO CONTENTSeptember 2023June 2024Allow900YesNo
18367322AUDIO OR VISUAL OUTPUT (A/V) DEVICES REGISTERING WITH A WIRELESS HUB SYSTEMSeptember 2023September 2025Abandon2440NoNo
18462932SYSTEM FOR GENERATING AND PROVIDING A LIVESTREAMSeptember 2023June 2025Abandon2210NoNo
18242216SYSTEMS AND METHODS TO ENHANCE VIEWER PROGRAM EXPERIENCE DURING PROFILE MISMATCHSeptember 2023June 2024Allow1000YesNo
18241132LIVE INTERACTIVE METHOD AND APPARATUS, DEVICE, AND STORAGE MEDIUMAugust 2023October 2025Allow2510NoNo
17783933STREAMER TERMINAL, DISPLAY METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM FOR DISPLAYING VIDEO DURING LIVE STREAMINGAugust 2023June 2025Allow3610YesNo
18546356SYSTEMS AND METHODS FOR GENERATING OVERLAYS FOR A BROADCASTAugust 2023May 2025Abandon2110NoNo
18233691AUDIO OR VISUAL OUTPUT (A/V) DEVICES REGISTERING WITH A WIRELESS HUB SYSTEMAugust 2023December 2023Allow400YesNo
18366431NETWORK-CONNECTED TELEVISION DEVICES WITH KNOWLEDGE-BASED MEDIA CONTENT RECOMMENDATIONS AND UNIFIED USER INTERFACES THAT PRESENT UPCOMING MEDIA CONTENTAugust 2023March 2025Allow1910YesNo
18364463SYSTEMS AND METHODS FOR SAVING AND RESTORING SCENES IN A MULTIMEDIA SYSTEMAugust 2023March 2025Allow1900YesNo
18223932INTELLIGENT INTERACTIVE VIDEO CONTENT BASED ON CONTEXTUAL AWARENESS FOR MOBILE APPLICATIONSJuly 2023February 2026Allow3130YesNo
18219989METHODS AND SYSTEMS FOR SEPARATE DELIVERY OF SEGMENTS OF CONTENT ITEMSJuly 2023September 2024Allow1410NoNo
18260755METHOD FOR PLAYBACK OF A VIDEO STREAM BY A CLIENTJuly 2023June 2025Abandon2310NoNo
18216894CONTEXT CLASSIFICATION OF STREAMING CONTENT USING MACHINE LEARNINGJune 2023October 2025Allow2710NoNo
18344610MULTI-LOBE DIGITAL MICROPHONE ENABLED AUDIO CAPTURE AND SPATIALIZATION FOR GENERATING AN IMMERSIVE ARENA BASED AUDIO EXPERIENCEJune 2023March 2025Allow2000NoNo
18344451AUTOMATIC PARENTAL CONTROL BASED ON AN IDENTIFIED AUDIENCEJune 2023June 2025Allow2420YesNo
18343646SYSTEMS AND METHODS FOR AUDIO AND VIDEO CONTENT STITCHINGJune 2023July 2025Allow2510NoNo
18214752System and Method for Displaying a Stream of ImagesJune 2023May 2025Allow2330YesNo
18339320METHOD, COMPUTER DEVICE, AND STORAGE MEDIUM FOR GENERATING VIDEO COVERJune 2023February 2025Allow2000NoNo
18211037INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAM FOR PRESENTING REPRODUCED VIDEO INCLUDING SERVICE OBJECT AND ADDING ADDITIONAL IMAGE INDICATING THE SERVICE OBJECTJune 2023August 2024Allow1410YesNo
18336645Contributed Media Stream System and MethodJune 2023March 2025Allow2110YesNo
18210303PROCESSING CONTENT BASED ON NATURAL LANGUAGE QUERIESJune 2023December 2025Allow3030YesNo
18321452CLIENT-SIDE PLAYBACK OF PERSONALIZED MEDIA CONTENT GENERATED DYNAMICALLY FOR EVENT OPPORTUNITIES IN PROGRAMMING MEDIA CONTENTMay 2023September 2024Allow1610YesNo
18319024Method and System for Controlling Lighting in a Viewing Area of a Content-Presentation DeviceMay 2023July 2024Allow1410YesNo
18313822Use of Steganographically-Encoded Data as Basis to Disambiguate Fingerprint-Based Channel-Multi-MatchMay 2023June 2024Allow1310NoNo
18035207METHOD FOR SHARING CONTENT AND CORRESPONDING APPARATUSESMay 2023December 2024Allow2010NoNo
18299868METHODS AND SYSTEMS FOR MANAGING CONTENT RESTRICTIONSApril 2023December 2023Allow900YesNo
18133121SYSTEMS AND METHODS FOR SELECTING NETWORK-CONNECTED DEVICES TO PROVIDE DEVICE FUNCTIONS FOR AN EVENTApril 2023September 2024Allow1710YesNo
18131300LIVE STREAM SCREEN DISPLAY METHOD AND APPARATUS, STORAGE MEDIUM, AND ELECTRONIC DEVICEApril 2023June 2024Allow1500NoNo
18130853AFFINITY PROFILE SYSTEM AND METHODApril 2023April 2025Allow2510NoNo
18130866AFFINITY PROFILE SYSTEM AND METHODApril 2023May 2025Allow2620YesNo
18130897SYSTEM AND METHODS FOR PERFORMING CONTENT RECOMMENDATION PROCEDURESApril 2023April 2025Allow2410NoNo
18130885METHOD OF MANAGING STORAGE OF USER DATAApril 2023July 2025Allow2720YesNo
18295149SYNCHRONIZED PLAYBACK WITHIN A CLIENT INTERFACE UTILISING WEB TECHNOLOGIESApril 2023December 2023Allow900YesNo
18112492NFT-Centric Video PlayerFebruary 2023June 2025Abandon2820NoNo
18112316DISPLAY APPARATUS AND CONTROL METHOD THEREOFFebruary 2023July 2024Allow1710YesNo
18169765TECHNIQUES FOR GENERATING VIDEO TRACKS BASED ON USER PREFERENCESFebruary 2023March 2024Allow1300NoNo
18163589ELECTRONIC DEVICE AND METHOD OF OPERATING THE SAMEFebruary 2023August 2025Allow3020NoNo
18104246USER COLD START MEDIA RECOMMENDATION GENERATION AND EXTERNAL PROVIDER CONTENT PLAYJanuary 2023March 2024Allow1400NoNo
18102421IMAGE DISPLAY APPARATUSJanuary 2023August 2024Allow1810NoNo
18101390SYSTEMS AND METHODS FOR PROVIDING A CONTEXTUAL MENU WITH INFORMATION RELATED TO AN EMERGENCY ALERTJanuary 2023August 2024Allow1910NoNo
18097846METHOD AND APPARATUS FOR IDENTIFYING A SINGLE USER REQUESTING CONFLICTING CONTENT AND RESOLVING SAID CONFLICTJanuary 2023March 2024Allow1400YesNo
18095813SYSTEMS AND METHODS FOR PROVIDING VIDEO ENHANCEMENT FOR SPORTING EVENTSJanuary 2023October 2023Allow1010NoNo
18146481METHOD FOR PERSONALIZED BROADCASTINGDecember 2022October 2024Allow2110NoNo
18145171DETECTION AND SYNCHRONIZATION OF AUDIO TRANSMISSIONS USING COMPLEX AUDIO SIGNALSDecember 2022January 2024Abandon1310NoNo
18076873TRAFFIC MANAGEMENT ARCHITECTUREDecember 2022January 2024Allow1410NoNo
18072906KEY EVENT TRICK-PLAY OPERATIONDecember 2022March 2025Allow2820YesNo
18060716SYSTEMS AND METHODS FOR GENERATING AVATAR REACTIONS DURING A LIVE VIDEO BROADCASTDecember 2022December 2023Allow1200NoNo
18070784SYSTEMS AND METHODS FOR INCREASING FIRST USER SUBSCRIPTIONNovember 2022March 2024Allow1600NoNo
18070076MULTI-PARTICIPANT MEDIA CONTROL AND PLAYBACKNovember 2022October 2023Allow1000YesNo
18070289DETERMINING A STARTING TIME FOR A SESSION-BASED DESCRIPTION FILENovember 2022July 2023Allow700YesNo
17985713GENERATING NOTIFICATIONS THAT PROVIDE CONTEXT FOR PREDICTED CONTENT INTERRUPTIONSNovember 2022September 2023Allow1000YesNo
17981731Method and System for Controlling Lighting in a Viewing Area of a Content-Presentation DeviceNovember 2022April 2023Allow510NoNo
17919317SYSTEMS AND METHODS FOR PROCESSING AND PRESENTING MEDIA DATA TO ALLOW VIRTUAL ENGAGEMENT IN EVENTSOctober 2022March 2025Abandon2920YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner MARANDI, JAMES R.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
25
Examiner Affirmed
23
(92.0%)
Examiner Reversed
2
(8.0%)
Reversal Percentile
22.5%
Lower than average

What This Means

With a 8.0% 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
46
Allowed After Appeal Filing
3
(6.5%)
Not Allowed After Appeal Filing
43
(93.5%)
Filing Benefit Percentile
12.1%
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, 6.5% 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 MARANDI, JAMES R - Prosecution Strategy Guide

Executive Summary

Examiner MARANDI, JAMES R works in Art Unit 2421 and has examined 491 patent applications in our dataset. With an allowance rate of 63.1%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 27 months.

Allowance Patterns

Examiner MARANDI, JAMES R's allowance rate of 63.1% places them in the 23% 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 MARANDI, JAMES R receive 2.25 office actions before reaching final disposition. This places the examiner in the 63% percentile for office actions issued. This examiner issues a slightly above-average number of office actions.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by MARANDI, JAMES R is 27 months. This places the examiner in the 72% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +35.2% benefit to allowance rate for applications examined by MARANDI, JAMES R. This interview benefit is in the 83% 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, 24.1% of applications are subsequently allowed. This success rate is in the 35% percentile among all examiners. Strategic Insight: RCEs show below-average effectiveness with this examiner. Carefully evaluate whether an RCE or continuation is the better strategy.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 7.5% of cases where such amendments are filed. This entry rate is in the 7% 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, 50.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 43% percentile among all examiners. Note: Pre-appeal conferences show below-average success with this examiner. Consider whether your arguments are strong enough to warrant a PAC request.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 40.5% of appeals filed. This is in the 8% percentile among all examiners. Of these withdrawals, 41.2% 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, 39.5% are granted (fully or in part). This grant rate is in the 29% percentile among all examiners. Strategic Note: Petitions show below-average success regarding this examiner's actions. Ensure you have a strong procedural basis before filing.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 0.6% of allowed cases (in the 62% percentile). This examiner makes examiner's amendments more often than average to place applications in condition for allowance (MPEP § 1302.04).

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 16% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically 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.
  • 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.

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.