USPTO Examiner STROUD CHRISTOPHER - Art Unit 3621

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18937327DATA PROCESSING SYSTEM WITH MACHINE LEARNING ENGINE TO PROVIDE OUTPUT GENERATION FUNCTIONSNovember 2024September 2025Allow1110NoNo
18822384SYSTEM FOR MANAGEMENT OF REWARDABLE COMPUTER-CONTROLLED CONTENT BLOCKS DELIVERY AND CONSUMPTIONSeptember 2024January 2026Allow1611YesNo
18786431DATABASE FILE MANAGEMENT SYSTEM FOR AN INTERACTIVE ARTIFICIAL INTELLIGENCE PERSONALIZED REWARDS SYSTEMJuly 2024May 2025Abandon1010NoNo
18502750Method and System For Fulfilling an ActionNovember 2023January 2026Abandon2610NoNo
18555996SYSTEM AND METHOD TO MEASURE EFFECTIVENESS OF AN EVENTOctober 2023January 2026Abandon2710NoNo
18380056SYSTEM AND METHOD FOR IMPULSE PURCHASE PROMPTINGOctober 2023February 2026Abandon2820YesNo
18380051SYSTEM AND METHOD FOR IMPULSE PURCHASE PROMPTINGOctober 2023September 2025Allow2310YesNo
18372080SYSTEM AND METHOD FOR IMPROVED MARKETING COMPENSATION BY RECOGNITION OF NATURAL PROMOTION ELEMENTS IN MEDIA CONTENTSeptember 2023February 2026Allow2911YesNo
18371674SYSTEMS, METHODS, AND DEVICES FOR GREENHOUSE GAS MONITORING AND CONTROLSeptember 2023September 2025Allow2410YesNo
18371292SERVICE PROVIDING APPARATUS AND METHOD FOR PROVIDING SEARCH TERM NETWORK BASED ON SEARCH PATHSeptember 2023January 2026Allow2820NoNo
18472012DIGITAL DEPOSIT RETURN SYSTEMSeptember 2023January 2026Abandon2701NoNo
18371386DISTANCE BASED CONNECTED CAR DEVICE DIGITAL PROMOTION GENERATION SYSTEM AND RELATED METHODSSeptember 2023July 2025Allow2210YesNo
18370895INFORMATION MANAGEMENT DEVICE, INFORMATION MANAGEMENT METHOD AND STORAGE MEDIUMSeptember 2023October 2025Allow2520NoNo
18471252INFORMATION PROCESSING DEVICE AND METHODSeptember 2023February 2026Abandon2920NoNo
18469250SYSTEM AND METHOD FOR BLOCKCHAIN-BASED DATA CROWDSOURCING AND DISTRIBUTIONSeptember 2023February 2026Abandon2920NoNo
18469284SYSTEMS AND METHODS FOR DISTRIBUTING DIGITAL REWARDS BETWEEN THIRD PARTIESSeptember 2023December 2025Allow2720YesNo
18468901INCENTIVE DETERMINATION METHOD AND INFORMATION PROCESSING APPARATUSSeptember 2023August 2025Abandon2310NoNo
18467976SYSTEM AND METHOD FOR AUGMENTING TIME SERIES DATASeptember 2023March 2026Abandon3030YesNo
18369103SYSTEM AND METHOD FOR AMPLIFYING AND ENHANCING A DONATION OF CONSUMER INCENTIVE PROGRAM REWARDSSeptember 2023September 2025Abandon2411NoNo
18467078INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHODSeptember 2023November 2025Abandon2620NoNo
18464524INFORMATION PROCESSING DEVICESeptember 2023August 2025Abandon2320YesNo
18243839INTERACTIVE DIGITAL ADVERTISING WITHIN VIRTUAL EXPERIENCESSeptember 2023September 2025Allow2430YesNo
18244187ECO-FEEDBACK AND GAMING PLATFORM FOR HOME ENERGY MANAGEMENTSeptember 2023November 2025Abandon2720YesNo
18457343INFORMATION PROCESSING METHODAugust 2023September 2025Abandon2520YesNo
18452329CHARGING FOR ELECTRIC VEHICLESAugust 2023February 2025Abandon1821NoNo
18235316SYSTEMS AND METHODS FOR GENERATING, PROVIDING, AND MANAGING AUTOMATIC NOTIFICATIONS BASED ON USER PREFERENCESAugust 2023November 2025Abandon2720YesNo
18355581INDUSTRIAL AUTOMATION SOFTWARE UTILITY CREDITINGJuly 2023October 2025Abandon2720NoNo
18210868ADVERTISING METHOD AND TOOLJune 2023June 2025Abandon2420YesNo
18039507A METHOD OF ADVERTISING USING SKILL-BASED GAMINGMay 2023February 2026Abandon3210NoNo
18321101COMBINING ONLINE USER ACTIVITY WITH ADVERTISEMENTS FOR DISTRIBUTION ON A DECENTRALIZED NETWORKMay 2023November 2025Abandon3020YesNo
18198480SYSTEMS AND METHODS FOR DYNAMICALLY INSERTING CONTENT ITEM SLOTS IN AN INFORMATION RESOURCEMay 2023April 2024Allow1110YesNo
18197235SERVING ADVERTISEMENTS BASED ON PARTIAL QUERIESMay 2023October 2025Abandon2920NoNo
18140076System and Method to Help Enable Creation of, Distribution of, and/or Access to ContentApril 2023May 2025Allow2520YesNo
18139201DUAL NETWORK IMPLEMENTED METHOD OF A CUSTOMER RELATIONSHIP MANAGEMENT AND POINT OF SALE MERCHANDISING SYSTEM FOR PATRON EXPERIENCEApril 2023December 2024Allow2030YesNo
18136011Split up a single transaction into many transactions based on category spendApril 2023December 2025Abandon3260YesNo
18132721METHODS AND SOFTWARE FOR PROVIDING TARGETED ADVERTISING TO A PRODUCT PROGRAMApril 2023June 2024Abandon1430YesNo
18297115SYSTEMS AND METHODS FOR AUTOMATED AUDIENCE SET IDENTIFICATIONApril 2023October 2025Abandon3050YesNo
18192869THIRD PARTY CUSTOMIZED CONTENT BASED ON FIRST PARTY IDENTIFIERMarch 2023June 2025Abandon2720NoNo
18174303SYSTEMS AND METHODS FOR MANAGING INCENTIVESFebruary 2023December 2024Abandon2120YesNo
18112012VISUAL ADWORDS IN AUGMENTED REALITY BASED ON QUALITY AND RARITY OF AMBIENCE SPECIFICATIONFebruary 2023March 2025Allow2520YesNo
18017857INFORMATION DISPLAYING APPARATUS, INFORMATION DISPLAYING METHOD, AND PROGRAMJanuary 2023November 2025Abandon3440YesNo
18087662VIRTUAL GIFT DISPLAY METHOD, SERVER, AND TARGET RECEIVING ENDDecember 2022March 2025Allow2741NoNo
18086072DATA PROCESSING SYSTEM WITH MACHINE LEARNING ENGINE TO PROVIDE OUTPUT GENERATION FUNCTIONSDecember 2022August 2024Allow1930YesNo
18075705METHOD AND SYSTEM FOR PREDICTING A KEY PERFORMANCE INDICATOR (KPI) OF AN ADVERTISING CAMPAIGNDecember 2022November 2024Abandon2420YesNo
17924047GLOBAL MOBILE VOUCHER PLATFORM AND METHOD FOR SENDING MOBILE VOUCHER BETWEEN COUNTRIES USING THE SAMENovember 2022June 2025Abandon3241NoNo
17978860REWARDS AGGREGATION AND ALLOCATION SYSTEMNovember 2022June 2025Abandon3240YesNo
17941463AUDIO-OUT-OF-HOME STREAMING AT A RETAIL LOCATIONSeptember 2022October 2024Allow2630YesNo
17941598EMBEDDING ADVERTISEMENTS INTO DIGITAL MEDIA CONTENT SHARED WITHIN A DISTRIBUTED SYSTEMSeptember 2022August 2025Abandon3540NoNo
17871061SYSTEMS AND METHODS FOR ASSISTING WITH MERCHANDISE PURCHASES AT A RETAIL FACILITYJuly 2022July 2024Allow2410YesNo
17858738DYNAMICALLY CHANGING A TAG'S DISPLAYED CONTENT RESPONSIVE TO AN INDIVIDUAL'S PROXIMITY THERETOJuly 2022July 2025Allow3760YesNo
17662503DIGITAL PORTAL CONFIGURED TO PROVIDE LOCATION TRIGGERED INTERACTIVE ELECTRONIC INTERFACESMay 2022May 2025Abandon3740NoNo
17661558TRAINING AN ARTIFICIAL INTELLIGENCE ENGINE TO PREDICT RESPONSES FOR DETERMINING APPROPRIATE ACTIONMay 2022February 2024Allow2131NoNo
17697886DYNAMIC VEHICLE CLASSIFICATIONMarch 2022December 2025Abandon4520YesNo
17683883LINKING A CONTEXT ENVIRONMENT TO A CONTEXT SERVICEMarch 2022July 2025Allow4160YesNo
17588250ALLOCATING SEARCH ENGINE MARKETING BUDGET BASED ON MARGINAL RETURN ON ADVERTISEMENT SPENDJanuary 2022February 2025Abandon3720YesNo
17536833TARGETED GAMIFIED ECOMMERCE SERVICENovember 2021August 2025Abandon4461NoNo
17600533SECURE COMMUNICATION METHOD SUITABLE FOR ORDERING A PRODUCT OR A SERVICE USING A COMMUNICATION TERMINALSeptember 2021August 2025Abandon4660YesNo
17464016SMART SCENT LIBRARYSeptember 2021February 2025Abandon4240YesNo
17411109METHODS AND SYSTEMS FOR MANAGING LOCAL AND REMOTE DATAAugust 2021November 2024Abandon3940YesNo
17399412SURFACING LOCAL MERCHANTS WITH ENHANCED REWARD OPPORTUNITIESAugust 2021September 2025Abandon5061YesNo
17362955PARCEL ADVERTISINGJune 2021October 2024Abandon4010NoNo
17323477METHODS AND SYSTEMS FOR DETERMINING EXPOSURE TO OUTDOOR DISPLAYSMay 2021June 2025Allow4980YesNo
17302045SYSTEMS, 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 SELECTIONApril 2021October 2025Abandon5460YesNo
17301766LOCATION-BASED LOYALTY SERVICEApril 2021September 2025Abandon5360NoNo
17196087DISTRIBUTED SCALABLE MEDIA ENVIRONMENT FOR ADVERTISING PLACEMENT IN MOVIESMarch 2021July 2023Allow2820YesNo
17248918SYSTEMS, APPARATUS, AND METHODS FOR PROVIDING ELECTRONIC NEWSFEED USER INTERFACESFebruary 2021May 2025Abandon5160YesNo
17149482SYSTEM FOR MANAGEMENT OF REWARDABLE COMPUTER-CONTROLLED CONTENT BLOCKS DELIVERY AND CONSUMPTIONJanuary 2021June 2024Allow4121YesNo
16668925INTER-ENTITY NON-MONETARY TRANSACTIONSOctober 2019August 2024Allow5890YesNo
15377899SYSTEMS AND METHODS FOR IMPROVING SOCIAL MEDIA ADVERTISING EFFICIENCYDecember 2016October 2024Abandon6061YesYes
14270065VEHICLE SECURITY AND CUSTOMIZATIONMay 2014September 2014Allow510YesNo
14163419SERVER OFFERING SERVICE TARGETING USER AND SERVICE OFFERING METHOD THEREOFJanuary 2014February 2019Allow6050YesNo
14065841System and Method of Payment for Online Content with Adaptive Value CalculatorOctober 2013November 2019Abandon60140YesNo
13826577TIMER-BASED AD PLACEMENT IN CONTENT RETRIEVAL APPLICATIONSMarch 2013February 2016Allow3560NoNo
13250048TIMER-BASED AD PLACEMENT IN CONTENT RETRIEVAL APPLICATIONSSeptember 2011February 2016Allow5360YesNo
12675045INFORMATION PROVIDING METHOD AND ADVERTISEMENT PROVIDING METHODJanuary 2011July 2014Allow5321NoNo
12985560CERTIFIED PROMISSORY PAYMENT METHOD FOR TRANSACTION WITH REWARD POINTSJanuary 2011September 2013Allow3210NoNo
12984520SYSTEMS, METHODS, AND MEDIA FOR TARGETING ADVERTISEMENTS BASED ON USER SEARCH INFORMATIONJanuary 2011December 2014Allow4720YesYes
12982519COMPLEMENTING OPERATION OF DISPLAY DEVICES IN AN AUGMENTED REALITY ENVIRONMENTDecember 2010November 2016Allow6081YesNo
12897887OPTIMAL LIST-PRICE MECHANISM DESIGN FOR MULTI-LEVEL DEVICE CLICK-THROUGH IN TARGETED PRINT OR ELECTRONIC COMMUNICATIONOctober 2010July 2013Allow3320YesNo
12839119Method and System for Reliable and Fast Mobile MarketingJuly 2010March 2026Abandon60200YesYes
12787087VIRTUAL-WORLD AVATAR-BASED ADVERTISING WITH GESTURES AND PREDETERMINED PAYMENTSMay 2010April 2013Allow3410YesNo
12754422FAST NETWORKED BASED ADVERTISEMENT SELECTIONApril 2010August 2014Allow5240YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner STROUD, CHRISTOPHER.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
2
Examiner Affirmed
2
(100.0%)
Examiner Reversed
0
(0.0%)
Reversal Percentile
15.2%
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
8.3%
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 STROUD, CHRISTOPHER - Prosecution Strategy Guide

Executive Summary

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.

Allowance Patterns

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.

Office Action Patterns

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.

Prosecution Timeline

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.

Interview Effectiveness

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.

Request for Continued Examination (RCE) Effectiveness

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.

After-Final Amendment Practice

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.

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, 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 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.
  • 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.