USPTO Examiner LI SUN M - Art Unit 3681

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
17129916ENHANCED SURVEY INFORMATION SYNTHESISDecember 2020May 2023Allow2920NoNo
17109811BUYER AND SELLER INTERACTION SYSTEMDecember 2020December 2022Abandon2410NoNo
17103056SYSTEMS AND METHODS FOR BARTERING SERVICES AND GOODS USING DISTRIBUTED LEDGER TECHNIQUESNovember 2020February 2023Allow2720YesNo
17057184METHOD AND APPARATUS FOR GROUP PURCHASING USING A HISTORICAL PRICE IN AN E-COMMERCE ENVIRONMENTNovember 2020June 2023Allow3130YesNo
16952424ALTERNATE TRANSACTION RETURN PROMOTION OPPORTUNITYNovember 2020December 2022Allow2520NoNo
16949671UNIQUE MARKET OFFER CODE AND VALIDATIONNovember 2020January 2023Allow2720NoNo
17093598METHODS AND APPARATUS TO PROVIDE AN ELECTRONIC AGENTNovember 2020February 2023Allow2740YesNo
16949589ANONYMIZED TARGETED CONTENT DELIVERYNovember 2020February 2023Allow2840YesNo
17083450Integration of Retail Services with Search EngineOctober 2020September 2022Allow2320NoNo
17074417AUTOMATED LISTSOctober 2020July 2022Allow2130YesNo
17033848SYSTEMS AND METHODS FOR DIGITAL RETAIL OFFERSSeptember 2020February 2022Abandon1710NoNo
17031517SYSTEMS AND METHODS FOR ASSESSING MERCHANT PERFORMANCE USING REAL-TIME CONSUMER TRANSACTION FEEDBACKSeptember 2020March 2023Abandon2920YesNo
17029863BLOCKCHAIN-BASED TECHNOLOGIES FOR HYPER-PERSONALIZED INTERACTIONS ACROSS ENTERPRISESSeptember 2020November 2022Allow2610YesNo
17024276METHOD AND SYSTEM FOR RECOMMENDING PRODUCTS TO SENDERS FOR PRESENTING TO RECIPIENTSSeptember 2020November 2021Abandon1410NoNo
17014889REAL-TIME CONSUMER INTERACTION VIA MEDIA BROADCASTSeptember 2020September 2021Allow1210NoNo
17014250Customized E-Commerce Tags in Realtime Multimedia ContentSeptember 2020March 2022Allow1830YesNo
17011222SYSTEMS AND METHODS FOR PRESCRIPTION MANAGEMENTSeptember 2020March 2023Allow3020YesNo
17008766System and method for enhancing the in-store customer shopping experienceSeptember 2020October 2021Abandon1410NoNo
17001099SYSTEMS AND METHODS FOR GENERATING PERSONALIZED ITEM DESCRIPTIONSAugust 2020April 2023Allow3220YesNo
16971784COMPUTER-IMPLEMENTED PURCHASER PRIORITIZATION SYSTEM AND METHODAugust 2020May 2022Abandon2010NoNo
17000021PRESERVATION OF SCORES OF THE QUALITY OF TRAFFIC TO NETWORK SITES ACROSS CLIENTS AND OVER TIMEAugust 2020February 2023Allow3020YesNo
16992577DETECTION AND MITIGATION OF EFFECTS OF HIGH VELOCITY VALUE CHANGES BASED UPON MATCH EVENT OUTCOMESAugust 2020September 2021Allow1310NoNo
16989194SYSTEMS AND METHODS FOR TARGETING PROMOTIONAL MATERIALAugust 2020December 2022Abandon2820YesNo
16986769Proxy-Based Profile Management to Deliver Personalized ServicesAugust 2020June 2021Allow1110YesNo
16985073MACHINE LEARNING SYSTEM, METHOD, AND COMPUTER PROGRAM FOR EVALUATION OF CUSTOMER SERVICE AGENTSAugust 2020May 2023Allow3420NoNo
16943383DEVICE FUNCTIONALITY-BASED CONTENT SELECTIONJuly 2020August 2021Allow1310YesNo
16919942PROMOTION PROCESSING SYSTEM FOR DIGITAL PROMOTION INSERTION INTO RETAILER CHATBOT CONVERSATION AND RELATED METHODSJuly 2020January 2022Allow1920YesNo
16907843METHODS AND SYSTEMS FOR DYNAMIC PRICE NEGOTIATIONJune 2020April 2023Allow3430YesNo
16897793Method of Generating User Feedback Information to Enhance Product Use ResultsJune 2020November 2022Allow2920YesNo
16883840Dynamic Content and PricingMay 2020September 2021Abandon1610NoNo
15929678System and Method For Multi-Channel Digital Marketing OptimizationMay 2020November 2021Allow1820YesNo
16868043SYSTEMS AND METHODS FOR SHOPPING IN AN ELECTRONIC COMMERCE ENVIRONMENTMay 2020July 2022Allow2620YesYes
16838021SYSTEM AND METHOD FOR CONTENT RECOGNITION AND DATA CATEGORIZATIONApril 2020April 2021Allow1320YesNo
16826417METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR SUBMISSION OF MEDICAL ELIGIBILITY AND CLAIM DATAMarch 2020October 2021Allow1910YesNo
16819819Delivery Forecast Computing Apparatus for Display and Streaming Video AdvertisingMarch 2020June 2022Allow2720YesNo
16815870SYSTEMS AND METHODS FOR CONSUMER RECOVERY AND ENGAGEMENTMarch 2020February 2023Allow3530YesNo
16807815SYSTEM FOR CONNECTING PREPARED FOOD PROVIDERS WITH FOOD CUSTOMERS TO PROMOTE CULTURAL UNDERSTANDINGMarch 2020February 2022Abandon2310NoNo
16801773SYSTEM FOR COMPLIANT COMMUNICATIONS FOR REAL ESTATE INVESTORSFebruary 2020February 2021Abandon1220YesNo
16792413METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR PARTITIONING PRESCRIPTION TRANSACTION COSTS IN AN ELECTRONIC PRESCRIPTION TRANSACTIONFebruary 2020September 2022Allow3030YesNo
16791388METHOD AND SYSTEM FOR SCORING QUALITY OF TRAFFIC TO NETWORK SITESFebruary 2020August 2023Allow4210YesNo
16639042PRODUCT SUGGESTION SYSTEM, PRODUCT SUGGESTION METHOD, AND PROGRAMFebruary 2020July 2021Allow1710YesNo
16873142Zip Credit real estate business methodFebruary 2020June 2022Abandon2820NoNo
16779378Pricing Operations Utilizing a Uniform Abstract Sales Transaction ModelJanuary 2020June 2022Abandon2820NoNo
16776269ITEM-TO-ITEM RECOMMENDATIONSJanuary 2020August 2022Allow3130YesNo
16621456VEHICLE CONTROL SYSTEM, VEHICLE CONTROL METHOD, PROGRAM, AND VEHICLE MANAGEMENT SYSTEMJanuary 2020January 2023Abandon3720YesNo
16735268Expandable Content items for presenting additional contentJanuary 2020October 2021Allow2220YesNo
16731812VALUE-ADDED SERVICES DATA AND PROTOCOL AND TRANSACTIONS INVOLVING VEHICLE SPECIFIC DATADecember 2019July 2021Allow1820NoNo
16702829OFFLINE INFORMATION PUSHING METHOD AND APPARATUSDecember 2019January 2023Allow3740YesNo
16699397SERVING CONTENT ITEMS IN CONTENT ITEM SLOTS BASED ON A REFERRAL QUERY LOCATIONNovember 2019September 2021Allow2120YesNo
16697566SYSTEM AND METHOD FOR PROCESSING ELECTRONIC DOCUMENTSNovember 2019December 2021Allow2520YesNo
16596179SYSTEMS AND METHODS FOR AUTONOMOUS MANAGEMENT OF MANUFACTURER COUPONSOctober 2019February 2023Allow4040NoNo
16576584ENHANCED SURVEY INFORMATION SYNTHESISSeptember 2019October 2023Allow4940YesNo
16559291SYSTEM AND METHOD FOR RECEIVING REAL-TIME CONSUMER TRANSACTIONAL FEEDBACKSeptember 2019August 2020Allow1230YesNo
16554679SYSTEMS AND METHODS FOR BOT-BASED AUTOMATED INVOICING AND COLLECTIONAugust 2019October 2022Allow3830NoNo
16549107SYSTEM AND METHOD OF A MEDIA DELIVERY SERVICES PLATFORM FOR TARGETING CONSUMERS IN REAL TIMEAugust 2019October 2021Allow2510YesNo
16436005DIGITAL SEARCH AND COLLABORATION PROCESS FOR RECOMMENDATIONS, ADVERTISING, AND BUYING DECISIONSJune 2019November 2022Allow4220NoNo
16408592Methods and Apparatus for Transmitting Multimedia Files in a Data NetworkMay 2019April 2021Allow2310YesNo
16397422SYSTEMS AND METHODS FOR CALCULATING AND PRESENTING INFORMATION RELATED TO THE EFFECTIVENESS OF A PROMOTIONApril 2019April 2021Abandon2410NoNo
16397566ONLINE DEALERSHIPS AND LOYALTY REWARDSApril 2019January 2022Abandon3321NoNo
16393506COGNITIVE FORECASTINGApril 2019September 2023Abandon5220YesNo
16384416AUTOMATED TRANSACTIONAL OFFERS USING A BROWSER EXTENSIONApril 2019November 2021Allow3130YesNo
16374678Online Reward SystemApril 2019July 2021Allow2820YesNo
16366890PROVIDING MINED USER INFORMATION TO SUPPLIERS FOR GENERATING CUSTOMIZED BIDSMarch 2019April 2022Allow3640YesNo
16331982INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAMMarch 2019October 2022Allow4340NoNo
16288885PROMPTING WEB-BASED USER INTERACTIONFebruary 2019December 2021Allow3430YesNo
16288674CONTENT-BASED MINING VIA BLOCKCHAINFebruary 2019August 2022Abandon4240NoNo
16287923GAS PRICING METHOD BASED ON COMPOUND INTERNET OF THINGS (IOT) AND IOT SYSTEMFebruary 2019December 2020Allow2110YesNo
16288010Listener SDK-Based Enrichment of Indoor PositioningFebruary 2019February 2021Abandon2411NoNo
16284538Real-Time Advertisement-Insertion VerificationFebruary 2019January 2023Allow4720YesYes
16272941TRIGGERING AND THROTTLING ACCESS TO REWARD CARD SUPPLIER INTERFACESFebruary 2019April 2021Allow2620YesYes
16270307TECHNIQUES FOR INTEGRATING EXTERNAL CONTENT FROM ADVERTISING SERVICES INTO CLIENT APPLICATIONSFebruary 2019April 2022Allow3930NoNo
16262136Facilitating Following a Content ProviderJanuary 2019May 2021Abandon2820NoNo
16314829METHOD AND APPARATUS FOR IDENTIFYING DESIRE CONSENSUS THROUGH ANONYMOUS INPUTSJanuary 2019April 2022Allow3920YesNo
16314439SYSTEM AND METHOD FOR TARGETED ADVERTISING USING GEOFENCINGDecember 2018August 2021Abandon3220NoNo
16227087DIGITAL PROMOTION SYSTEM USING DIGITAL COLLECTIBLESDecember 2018May 2021Allow2920YesNo
16228485METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR ADAPTIVE TAIL DIGITAL CONTENT OBJECT BID VALUE GENERATIONDecember 2018November 2021Allow3430YesNo
16223687SERVER AND METHOD FOR DETERMINING IF AN ACCOUNT IN A TRANSACTION REQUEST IS ELIGIBLE FOR A PROMOTIONDecember 2018September 2021Allow3330YesNo
16195334AUTOMATED GRAPHIC GENERATION FOR DATA SETS IDENTIFIED USING ARTIFICIAL INTELLIGENCENovember 2018August 2021Allow3330YesNo
16182282Systems and Methods for Acquiring Consent from a Party Subject to Online AdvertisementNovember 2018December 2020Abandon2510NoNo
16161844UNLOCKABLE ELECTRONIC INCENTIVESOctober 2018February 2022Allow4040YesNo
16156858AUTOMATED SOLUTION FOR LOYALTY REWARDS POINTSOctober 2018December 2022Allow5050YesYes
16156869SYSTEMS, METHODS AND ARTICLES FOR BUY-SIDE OPTIMIZATION OF CONTENT PLACEMENT IN LINEAR MEDIACASTSOctober 2018January 2022Abandon3930YesNo
16155870MEASURING QUALITY OF USER INTERACTION WITH THIRD PARTY CONTENTOctober 2018August 2020Allow2210YesNo
16142262Merchant Configured Advertised Incentives Funded Through Statement CreditsSeptember 2018September 2020Allow2410YesNo
16125648METHOD AND SYSTEM FOR AUTOMATIC OFFER REDEMPTIONSeptember 2018August 2020Abandon2310NoNo
16116839E-COMMERCE MESSAGING USING SMSAugust 2018June 2020Allow2120YesNo
16107753PREDICTIVE SERVICES FOR DEVICES SUPPORTING DYNAMIC DIRECTION INFORMATIONAugust 2018March 2020Allow1910YesNo
16059194MODELING CONTRACT COMPONENTS AND ECOSYSTEM ACTIVITYAugust 2018November 2022Abandon5220YesNo
16058554NAVIGABLE CONTENT UNITS FOR DISPLAYING ON AN ELECTRONIC DOCUMENTAugust 2018April 2020Allow2010YesNo
16054415SYSTEMS AND METHODS FOR LONG-TERM, MULTI-STAGE USER ENGAGEMENTAugust 2018May 2021Abandon3420YesNo
16047829SYSTEMS, METHODS, AND APPLICATIONS FOR SOCIAL MEDIA ADVERTISEMENT AND MARKETING MANAGEMENTJuly 2018April 2020Abandon2130NoNo
16044116ITERATIVE COGNITIVE ASSESSMENT OF GENERATED WORK PRODUCTSJuly 2018April 2022Allow4520YesNo
16039128DEVICE FUNCTIONALITY-BASED CONTENT SELECTIONJuly 2018April 2020Allow2110YesNo
16070118METHOD AND DEVICE FOR DISPLAYING INDICATION OF PAYMENTJuly 2018May 2021Allow3430YesNo
16014877Location-Aware Content and Location-Based Advertising with a Mobile DeviceJune 2018June 2020Abandon2401NoNo
16000901System for Calculating Probability of Advertisement Exposure of 360 Game Replay VideoJune 2018April 2021Abandon3420NoNo
15997928SERVICE PROVIDER SYSTEM AND METHOD FOR MARKETING PROGRAMSJune 2018September 2019Allow1520YesNo
15997922SERVICE PROVIDER SYSTEM AND METHOD FOR MARKETING PROGRAMSJune 2018August 2019Allow1520YesNo
15997073METHOD AND SYSTEM FOR IDENTIFYING RECIPIENTS OF A REWARD ASSOCIATED WITH A CONVERSIONJune 2018June 2022Allow4940YesNo
15996283ZERO-KNOWLEDGE OFFERS IN UNIVERSAL DATA SCAFFOLD BASED DATA MANAGEMENT PLATFORMJune 2018May 2021Allow3530YesNo

Appeals Overview

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

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
49
Examiner Affirmed
41
(83.7%)
Examiner Reversed
8
(16.3%)
Reversal Percentile
27.8%
Lower than average

What This Means

With a 16.3% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
85
Allowed After Appeal Filing
15
(17.6%)
Not Allowed After Appeal Filing
70
(82.4%)
Filing Benefit Percentile
22.6%
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, 17.6% 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 LI, SUN M - Prosecution Strategy Guide

Executive Summary

Examiner LI, SUN M works in Art Unit 3681 and has examined 423 patent applications in our dataset. With an allowance rate of 50.8%, 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 LI, SUN M's allowance rate of 50.8% places them in the 14% 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 LI, SUN M receive 3.40 office actions before reaching final disposition. This places the examiner in the 90% 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 LI, SUN M is 50 months. This places the examiner in the 8% 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 +39.9% benefit to allowance rate for applications examined by LI, SUN 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, 19.1% of applications are subsequently allowed. This success rate is in the 22% 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 6.6% of cases where such amendments are filed. This entry rate is in the 8% 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 46% 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 39.5% of appeals filed. This is in the 7% percentile among all examiners. Of these withdrawals, 37.5% 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, 52.1% are granted (fully or in part). This grant rate is in the 49% 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 0.5% of allowed cases (in the 59% 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 44% 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.