Prosecution Insights
Last updated: October 04, 2026

Wayfair LLC

Technology areas: Communications • Transportation, E-Commerce & Mechanical Systems

3 pending office actions • 2 art units • 3 examiners • 0 of 3 (0%) have an AI response strategy ready • 2 patents granted in the last 365 days

Analysis

Wayfair LLC has 3 pending office actions in the Communications technology area. These matters are assigned to 3 distinct examiners, meaning that each of the company's active applications is being handled by a different person. The portfolio involves 2 distinct art units, which indicates that the company's communication-related innovations are being examined within two different technical frameworks at the patent office.

HE, YINGCHUN is the busiest examiner for the company, currently overseeing 1 pending office action. With a total of 3 pending office actions, the workload is distributed among 3 distinct examiners, so no single examiner has a larger share of the cases than the others. This decentralized arrangement requires practitioners to manage 3 separate examiner relationships simultaneously. While the 2 distinct art units may share some commonalities, the 3 distinct examiners will each apply their own interpretation of the rules. Practitioners should focus on the specific requirements of each examiner to move the 3 pending office actions toward resolution.

Written from this page's own data; every figure is computed from USPTO records and verified before publication.

Portfolio Summary

3
Total Pending OAs
2
Non-Final OAs
1
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 1 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

1
Overdue
0
Due this week
0
Due this month
0
Due in next 60 days
0
Due later

Case Difficulty Mix

Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.

2
Hard (67%)
1
Medium (33%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only1 (33%)
§101 + other1 (33%)
§103 only1 (33%)

Industry Mix

How the docket's pending cases split across USPTO tech-center bands.

0
Life Sciences
0% of docket
0
Information Tech
0% of docket
1
Communications
33% of docket
0
Semiconductors
0% of docket
1
Mechanical / Eng
33% of docket
1
Business / Other
33% of docket

Time-on-OA Estimate

Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.

30 h
Manual time on pending OAs
6 h
Time saved (low, 20%)
10 h
Time saved (mid, 35%)
0.3 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
HE, YINGCHUN 1 82.1% +14.9%
PATEL, SHREYANS A 1 88.7% +8.5%
LEE, JENNIFER V 1 25.1% +39.7%

Quick Wins (1)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.

App #TitleExaminerDue in
19091004 TECHNIQUES FOR VIRTUAL VISUALIZATION OF A PRODUCT IN A PHYSICAL SCENE HE, YINGCHUN —

Hard Cases (2)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 2 ordered by deadline are shown.

App #TitleExaminerDue in
18223847 SYSTEMS AND METHODS FOR VISUALIZING PRODUCTS IN A USER'S SPACE LEE, JENNIFER V 112d overdue
18804897 MACHINE LEARNING TECHNIQUES FOR INTENT-BASED ROUTING OF CALLER COMMUNICATIONS PATEL, SHREYANS A —

Interview Candidates (2)

Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 2 ordered by deadline are shown.

App #TitleExaminerDue in
18223847 SYSTEMS AND METHODS FOR VISUALIZING PRODUCTS IN A USER'S SPACE LEE, JENNIFER V 112d overdue
19091004 TECHNIQUES FOR VIRTUAL VISUALIZATION OF A PRODUCT IN A PHYSICAL SCENE HE, YINGCHUN —

Top Art Units

Art UnitApps
2659 1
3688 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19091004 TECHNIQUES FOR VIRTUAL VISUALIZATION OF A PRODUCT IN A PHYSICAL SCENE HE, YINGCHUN — §103Other Non-Final OA — Pending Mar 26, 2025
18804897 MACHINE LEARNING TECHNIQUES FOR INTENT-BASED ROUTING OF CALLER COMMUNICATIONS PATEL, SHREYANS A 2659 §101 Final Rejection — Pending Aug 14, 2024
18223847 SYSTEMS AND METHODS FOR VISUALIZING PRODUCTS IN A USER'S SPACE LEE, JENNIFER V 3688 §101§103§112 Non-Final OA 112d overdue Pending Jul 19, 2023

Managing Wayfair LLC's Patent Portfolio?

IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.

Start Free Trial

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month