Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 17129916 | ENHANCED SURVEY INFORMATION SYNTHESIS | December 2020 | May 2023 | Allow | 29 | 2 | 0 | No | No |
| 17109811 | BUYER AND SELLER INTERACTION SYSTEM | December 2020 | December 2022 | Abandon | 24 | 1 | 0 | No | No |
| 17103056 | SYSTEMS AND METHODS FOR BARTERING SERVICES AND GOODS USING DISTRIBUTED LEDGER TECHNIQUES | November 2020 | February 2023 | Allow | 27 | 2 | 0 | Yes | No |
| 17057184 | METHOD AND APPARATUS FOR GROUP PURCHASING USING A HISTORICAL PRICE IN AN E-COMMERCE ENVIRONMENT | November 2020 | June 2023 | Allow | 31 | 3 | 0 | Yes | No |
| 16952424 | ALTERNATE TRANSACTION RETURN PROMOTION OPPORTUNITY | November 2020 | December 2022 | Allow | 25 | 2 | 0 | No | No |
| 16949671 | UNIQUE MARKET OFFER CODE AND VALIDATION | November 2020 | January 2023 | Allow | 27 | 2 | 0 | No | No |
| 17093598 | METHODS AND APPARATUS TO PROVIDE AN ELECTRONIC AGENT | November 2020 | February 2023 | Allow | 27 | 4 | 0 | Yes | No |
| 16949589 | ANONYMIZED TARGETED CONTENT DELIVERY | November 2020 | February 2023 | Allow | 28 | 4 | 0 | Yes | No |
| 17083450 | Integration of Retail Services with Search Engine | October 2020 | September 2022 | Allow | 23 | 2 | 0 | No | No |
| 17074417 | AUTOMATED LISTS | October 2020 | July 2022 | Allow | 21 | 3 | 0 | Yes | No |
| 17033848 | SYSTEMS AND METHODS FOR DIGITAL RETAIL OFFERS | September 2020 | February 2022 | Abandon | 17 | 1 | 0 | No | No |
| 17031517 | SYSTEMS AND METHODS FOR ASSESSING MERCHANT PERFORMANCE USING REAL-TIME CONSUMER TRANSACTION FEEDBACK | September 2020 | March 2023 | Abandon | 29 | 2 | 0 | Yes | No |
| 17029863 | BLOCKCHAIN-BASED TECHNOLOGIES FOR HYPER-PERSONALIZED INTERACTIONS ACROSS ENTERPRISES | September 2020 | November 2022 | Allow | 26 | 1 | 0 | Yes | No |
| 17024276 | METHOD AND SYSTEM FOR RECOMMENDING PRODUCTS TO SENDERS FOR PRESENTING TO RECIPIENTS | September 2020 | November 2021 | Abandon | 14 | 1 | 0 | No | No |
| 17014889 | REAL-TIME CONSUMER INTERACTION VIA MEDIA BROADCAST | September 2020 | September 2021 | Allow | 12 | 1 | 0 | No | No |
| 17014250 | Customized E-Commerce Tags in Realtime Multimedia Content | September 2020 | March 2022 | Allow | 18 | 3 | 0 | Yes | No |
| 17011222 | SYSTEMS AND METHODS FOR PRESCRIPTION MANAGEMENT | September 2020 | March 2023 | Allow | 30 | 2 | 0 | Yes | No |
| 17008766 | System and method for enhancing the in-store customer shopping experience | September 2020 | October 2021 | Abandon | 14 | 1 | 0 | No | No |
| 17001099 | SYSTEMS AND METHODS FOR GENERATING PERSONALIZED ITEM DESCRIPTIONS | August 2020 | April 2023 | Allow | 32 | 2 | 0 | Yes | No |
| 16971784 | COMPUTER-IMPLEMENTED PURCHASER PRIORITIZATION SYSTEM AND METHOD | August 2020 | May 2022 | Abandon | 20 | 1 | 0 | No | No |
| 17000021 | PRESERVATION OF SCORES OF THE QUALITY OF TRAFFIC TO NETWORK SITES ACROSS CLIENTS AND OVER TIME | August 2020 | February 2023 | Allow | 30 | 2 | 0 | Yes | No |
| 16992577 | DETECTION AND MITIGATION OF EFFECTS OF HIGH VELOCITY VALUE CHANGES BASED UPON MATCH EVENT OUTCOMES | August 2020 | September 2021 | Allow | 13 | 1 | 0 | No | No |
| 16989194 | SYSTEMS AND METHODS FOR TARGETING PROMOTIONAL MATERIAL | August 2020 | December 2022 | Abandon | 28 | 2 | 0 | Yes | No |
| 16986769 | Proxy-Based Profile Management to Deliver Personalized Services | August 2020 | June 2021 | Allow | 11 | 1 | 0 | Yes | No |
| 16985073 | MACHINE LEARNING SYSTEM, METHOD, AND COMPUTER PROGRAM FOR EVALUATION OF CUSTOMER SERVICE AGENTS | August 2020 | May 2023 | Allow | 34 | 2 | 0 | No | No |
| 16943383 | DEVICE FUNCTIONALITY-BASED CONTENT SELECTION | July 2020 | August 2021 | Allow | 13 | 1 | 0 | Yes | No |
| 16919942 | PROMOTION PROCESSING SYSTEM FOR DIGITAL PROMOTION INSERTION INTO RETAILER CHATBOT CONVERSATION AND RELATED METHODS | July 2020 | January 2022 | Allow | 19 | 2 | 0 | Yes | No |
| 16907843 | METHODS AND SYSTEMS FOR DYNAMIC PRICE NEGOTIATION | June 2020 | April 2023 | Allow | 34 | 3 | 0 | Yes | No |
| 16897793 | Method of Generating User Feedback Information to Enhance Product Use Results | June 2020 | November 2022 | Allow | 29 | 2 | 0 | Yes | No |
| 16883840 | Dynamic Content and Pricing | May 2020 | September 2021 | Abandon | 16 | 1 | 0 | No | No |
| 15929678 | System and Method For Multi-Channel Digital Marketing Optimization | May 2020 | November 2021 | Allow | 18 | 2 | 0 | Yes | No |
| 16868043 | SYSTEMS AND METHODS FOR SHOPPING IN AN ELECTRONIC COMMERCE ENVIRONMENT | May 2020 | July 2022 | Allow | 26 | 2 | 0 | Yes | Yes |
| 16838021 | SYSTEM AND METHOD FOR CONTENT RECOGNITION AND DATA CATEGORIZATION | April 2020 | April 2021 | Allow | 13 | 2 | 0 | Yes | No |
| 16826417 | METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR SUBMISSION OF MEDICAL ELIGIBILITY AND CLAIM DATA | March 2020 | October 2021 | Allow | 19 | 1 | 0 | Yes | No |
| 16819819 | Delivery Forecast Computing Apparatus for Display and Streaming Video Advertising | March 2020 | June 2022 | Allow | 27 | 2 | 0 | Yes | No |
| 16815870 | SYSTEMS AND METHODS FOR CONSUMER RECOVERY AND ENGAGEMENT | March 2020 | February 2023 | Allow | 35 | 3 | 0 | Yes | No |
| 16807815 | SYSTEM FOR CONNECTING PREPARED FOOD PROVIDERS WITH FOOD CUSTOMERS TO PROMOTE CULTURAL UNDERSTANDING | March 2020 | February 2022 | Abandon | 23 | 1 | 0 | No | No |
| 16801773 | SYSTEM FOR COMPLIANT COMMUNICATIONS FOR REAL ESTATE INVESTORS | February 2020 | February 2021 | Abandon | 12 | 2 | 0 | Yes | No |
| 16792413 | METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR PARTITIONING PRESCRIPTION TRANSACTION COSTS IN AN ELECTRONIC PRESCRIPTION TRANSACTION | February 2020 | September 2022 | Allow | 30 | 3 | 0 | Yes | No |
| 16791388 | METHOD AND SYSTEM FOR SCORING QUALITY OF TRAFFIC TO NETWORK SITES | February 2020 | August 2023 | Allow | 42 | 1 | 0 | Yes | No |
| 16639042 | PRODUCT SUGGESTION SYSTEM, PRODUCT SUGGESTION METHOD, AND PROGRAM | February 2020 | July 2021 | Allow | 17 | 1 | 0 | Yes | No |
| 16873142 | Zip Credit real estate business method | February 2020 | June 2022 | Abandon | 28 | 2 | 0 | No | No |
| 16779378 | Pricing Operations Utilizing a Uniform Abstract Sales Transaction Model | January 2020 | June 2022 | Abandon | 28 | 2 | 0 | No | No |
| 16776269 | ITEM-TO-ITEM RECOMMENDATIONS | January 2020 | August 2022 | Allow | 31 | 3 | 0 | Yes | No |
| 16621456 | VEHICLE CONTROL SYSTEM, VEHICLE CONTROL METHOD, PROGRAM, AND VEHICLE MANAGEMENT SYSTEM | January 2020 | January 2023 | Abandon | 37 | 2 | 0 | Yes | No |
| 16735268 | Expandable Content items for presenting additional content | January 2020 | October 2021 | Allow | 22 | 2 | 0 | Yes | No |
| 16731812 | VALUE-ADDED SERVICES DATA AND PROTOCOL AND TRANSACTIONS INVOLVING VEHICLE SPECIFIC DATA | December 2019 | July 2021 | Allow | 18 | 2 | 0 | No | No |
| 16702829 | OFFLINE INFORMATION PUSHING METHOD AND APPARATUS | December 2019 | January 2023 | Allow | 37 | 4 | 0 | Yes | No |
| 16699397 | SERVING CONTENT ITEMS IN CONTENT ITEM SLOTS BASED ON A REFERRAL QUERY LOCATION | November 2019 | September 2021 | Allow | 21 | 2 | 0 | Yes | No |
| 16697566 | SYSTEM AND METHOD FOR PROCESSING ELECTRONIC DOCUMENTS | November 2019 | December 2021 | Allow | 25 | 2 | 0 | Yes | No |
| 16596179 | SYSTEMS AND METHODS FOR AUTONOMOUS MANAGEMENT OF MANUFACTURER COUPONS | October 2019 | February 2023 | Allow | 40 | 4 | 0 | No | No |
| 16576584 | ENHANCED SURVEY INFORMATION SYNTHESIS | September 2019 | October 2023 | Allow | 49 | 4 | 0 | Yes | No |
| 16559291 | SYSTEM AND METHOD FOR RECEIVING REAL-TIME CONSUMER TRANSACTIONAL FEEDBACK | September 2019 | August 2020 | Allow | 12 | 3 | 0 | Yes | No |
| 16554679 | SYSTEMS AND METHODS FOR BOT-BASED AUTOMATED INVOICING AND COLLECTION | August 2019 | October 2022 | Allow | 38 | 3 | 0 | No | No |
| 16549107 | SYSTEM AND METHOD OF A MEDIA DELIVERY SERVICES PLATFORM FOR TARGETING CONSUMERS IN REAL TIME | August 2019 | October 2021 | Allow | 25 | 1 | 0 | Yes | No |
| 16436005 | DIGITAL SEARCH AND COLLABORATION PROCESS FOR RECOMMENDATIONS, ADVERTISING, AND BUYING DECISIONS | June 2019 | November 2022 | Allow | 42 | 2 | 0 | No | No |
| 16408592 | Methods and Apparatus for Transmitting Multimedia Files in a Data Network | May 2019 | April 2021 | Allow | 23 | 1 | 0 | Yes | No |
| 16397422 | SYSTEMS AND METHODS FOR CALCULATING AND PRESENTING INFORMATION RELATED TO THE EFFECTIVENESS OF A PROMOTION | April 2019 | April 2021 | Abandon | 24 | 1 | 0 | No | No |
| 16397566 | ONLINE DEALERSHIPS AND LOYALTY REWARDS | April 2019 | January 2022 | Abandon | 33 | 2 | 1 | No | No |
| 16393506 | COGNITIVE FORECASTING | April 2019 | September 2023 | Abandon | 52 | 2 | 0 | Yes | No |
| 16384416 | AUTOMATED TRANSACTIONAL OFFERS USING A BROWSER EXTENSION | April 2019 | November 2021 | Allow | 31 | 3 | 0 | Yes | No |
| 16374678 | Online Reward System | April 2019 | July 2021 | Allow | 28 | 2 | 0 | Yes | No |
| 16366890 | PROVIDING MINED USER INFORMATION TO SUPPLIERS FOR GENERATING CUSTOMIZED BIDS | March 2019 | April 2022 | Allow | 36 | 4 | 0 | Yes | No |
| 16331982 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAM | March 2019 | October 2022 | Allow | 43 | 4 | 0 | No | No |
| 16288885 | PROMPTING WEB-BASED USER INTERACTION | February 2019 | December 2021 | Allow | 34 | 3 | 0 | Yes | No |
| 16288674 | CONTENT-BASED MINING VIA BLOCKCHAIN | February 2019 | August 2022 | Abandon | 42 | 4 | 0 | No | No |
| 16287923 | GAS PRICING METHOD BASED ON COMPOUND INTERNET OF THINGS (IOT) AND IOT SYSTEM | February 2019 | December 2020 | Allow | 21 | 1 | 0 | Yes | No |
| 16288010 | Listener SDK-Based Enrichment of Indoor Positioning | February 2019 | February 2021 | Abandon | 24 | 1 | 1 | No | No |
| 16284538 | Real-Time Advertisement-Insertion Verification | February 2019 | January 2023 | Allow | 47 | 2 | 0 | Yes | Yes |
| 16272941 | TRIGGERING AND THROTTLING ACCESS TO REWARD CARD SUPPLIER INTERFACES | February 2019 | April 2021 | Allow | 26 | 2 | 0 | Yes | Yes |
| 16270307 | TECHNIQUES FOR INTEGRATING EXTERNAL CONTENT FROM ADVERTISING SERVICES INTO CLIENT APPLICATIONS | February 2019 | April 2022 | Allow | 39 | 3 | 0 | No | No |
| 16262136 | Facilitating Following a Content Provider | January 2019 | May 2021 | Abandon | 28 | 2 | 0 | No | No |
| 16314829 | METHOD AND APPARATUS FOR IDENTIFYING DESIRE CONSENSUS THROUGH ANONYMOUS INPUTS | January 2019 | April 2022 | Allow | 39 | 2 | 0 | Yes | No |
| 16314439 | SYSTEM AND METHOD FOR TARGETED ADVERTISING USING GEOFENCING | December 2018 | August 2021 | Abandon | 32 | 2 | 0 | No | No |
| 16227087 | DIGITAL PROMOTION SYSTEM USING DIGITAL COLLECTIBLES | December 2018 | May 2021 | Allow | 29 | 2 | 0 | Yes | No |
| 16228485 | METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR ADAPTIVE TAIL DIGITAL CONTENT OBJECT BID VALUE GENERATION | December 2018 | November 2021 | Allow | 34 | 3 | 0 | Yes | No |
| 16223687 | SERVER AND METHOD FOR DETERMINING IF AN ACCOUNT IN A TRANSACTION REQUEST IS ELIGIBLE FOR A PROMOTION | December 2018 | September 2021 | Allow | 33 | 3 | 0 | Yes | No |
| 16195334 | AUTOMATED GRAPHIC GENERATION FOR DATA SETS IDENTIFIED USING ARTIFICIAL INTELLIGENCE | November 2018 | August 2021 | Allow | 33 | 3 | 0 | Yes | No |
| 16182282 | Systems and Methods for Acquiring Consent from a Party Subject to Online Advertisement | November 2018 | December 2020 | Abandon | 25 | 1 | 0 | No | No |
| 16161844 | UNLOCKABLE ELECTRONIC INCENTIVES | October 2018 | February 2022 | Allow | 40 | 4 | 0 | Yes | No |
| 16156858 | AUTOMATED SOLUTION FOR LOYALTY REWARDS POINTS | October 2018 | December 2022 | Allow | 50 | 5 | 0 | Yes | Yes |
| 16156869 | SYSTEMS, METHODS AND ARTICLES FOR BUY-SIDE OPTIMIZATION OF CONTENT PLACEMENT IN LINEAR MEDIACASTS | October 2018 | January 2022 | Abandon | 39 | 3 | 0 | Yes | No |
| 16155870 | MEASURING QUALITY OF USER INTERACTION WITH THIRD PARTY CONTENT | October 2018 | August 2020 | Allow | 22 | 1 | 0 | Yes | No |
| 16142262 | Merchant Configured Advertised Incentives Funded Through Statement Credits | September 2018 | September 2020 | Allow | 24 | 1 | 0 | Yes | No |
| 16125648 | METHOD AND SYSTEM FOR AUTOMATIC OFFER REDEMPTION | September 2018 | August 2020 | Abandon | 23 | 1 | 0 | No | No |
| 16116839 | E-COMMERCE MESSAGING USING SMS | August 2018 | June 2020 | Allow | 21 | 2 | 0 | Yes | No |
| 16107753 | PREDICTIVE SERVICES FOR DEVICES SUPPORTING DYNAMIC DIRECTION INFORMATION | August 2018 | March 2020 | Allow | 19 | 1 | 0 | Yes | No |
| 16059194 | MODELING CONTRACT COMPONENTS AND ECOSYSTEM ACTIVITY | August 2018 | November 2022 | Abandon | 52 | 2 | 0 | Yes | No |
| 16058554 | NAVIGABLE CONTENT UNITS FOR DISPLAYING ON AN ELECTRONIC DOCUMENT | August 2018 | April 2020 | Allow | 20 | 1 | 0 | Yes | No |
| 16054415 | SYSTEMS AND METHODS FOR LONG-TERM, MULTI-STAGE USER ENGAGEMENT | August 2018 | May 2021 | Abandon | 34 | 2 | 0 | Yes | No |
| 16047829 | SYSTEMS, METHODS, AND APPLICATIONS FOR SOCIAL MEDIA ADVERTISEMENT AND MARKETING MANAGEMENT | July 2018 | April 2020 | Abandon | 21 | 3 | 0 | No | No |
| 16044116 | ITERATIVE COGNITIVE ASSESSMENT OF GENERATED WORK PRODUCTS | July 2018 | April 2022 | Allow | 45 | 2 | 0 | Yes | No |
| 16039128 | DEVICE FUNCTIONALITY-BASED CONTENT SELECTION | July 2018 | April 2020 | Allow | 21 | 1 | 0 | Yes | No |
| 16070118 | METHOD AND DEVICE FOR DISPLAYING INDICATION OF PAYMENT | July 2018 | May 2021 | Allow | 34 | 3 | 0 | Yes | No |
| 16014877 | Location-Aware Content and Location-Based Advertising with a Mobile Device | June 2018 | June 2020 | Abandon | 24 | 0 | 1 | No | No |
| 16000901 | System for Calculating Probability of Advertisement Exposure of 360 Game Replay Video | June 2018 | April 2021 | Abandon | 34 | 2 | 0 | No | No |
| 15997928 | SERVICE PROVIDER SYSTEM AND METHOD FOR MARKETING PROGRAMS | June 2018 | September 2019 | Allow | 15 | 2 | 0 | Yes | No |
| 15997922 | SERVICE PROVIDER SYSTEM AND METHOD FOR MARKETING PROGRAMS | June 2018 | August 2019 | Allow | 15 | 2 | 0 | Yes | No |
| 15997073 | METHOD AND SYSTEM FOR IDENTIFYING RECIPIENTS OF A REWARD ASSOCIATED WITH A CONVERSION | June 2018 | June 2022 | Allow | 49 | 4 | 0 | Yes | No |
| 15996283 | ZERO-KNOWLEDGE OFFERS IN UNIVERSAL DATA SCAFFOLD BASED DATA MANAGEMENT PLATFORM | June 2018 | May 2021 | Allow | 35 | 3 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner LI, SUN M.
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.
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.
⚠ 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 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.
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.
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.
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.
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.
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.
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.
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.
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.
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'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.
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.