Prosecution Insights
Last updated: October 04, 2026

Gustafson Ip

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

9 pending office actions • 1 client • 9 examiners • 6 art units • 0 of 9 (0%) have an AI response strategy ready • 9 patents granted in the last 365 days

Analysis

Gustafson IP focuses on Transportation, E-Commerce & Mechanical Systems. The firm has managed 44 career applications, achieving a resolved allowance rate of 92.86 percent. This success comes with an average of 3.85 office actions per allowance, indicating a detailed prosecution cycle.

The firm currently has 8 pending office actions. The 92.86 percent allowance rate demonstrates a high success rate for the firm's 44 career applications. Practitioners can note that the 3.85 average office actions per allowance suggests the firm is willing to engage in multiple rounds of negotiation to secure these allowances. The data is particularly impressive given the firm's focus on Transportation, E-Commerce & Mechanical Systems. This thorough approach is currently being applied to the 8 pending office actions on the firm's docket. With 44 career applications, the firm has shown it can achieve a 92.86 percent allowance rate through persistent examiner interaction.

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

Quality Metrics (n=44 apps, methodology: how we score firms)

92.9%
Allowance Rate
n=44
+0.68σ
Allowance Rate (norm)
n=44
—
OAs to Allowance
n=13 (min 20)
—
OAs to Allow (norm)
n=13 (min 20)
—
Time to Allowance
n=13 (min 20)
-10.0pp
Interview Lift
n=44
85.7%
RCE Rate
n=44
0.0%
Appeal Rate
n=44

Rejection Performance (% of received rejections ultimately overcome)

—
§101 Overcome
n=14 (min 20)
—
§102 Overcome
n=11 (min 20)
—
§103 Overcome
n=19 (min 20)
—
§112 Overcome
n=4 (min 20)

Specialization & Scale

G06F, G06N, G06Q
Top CPC Subclasses
73%
Top-3 CPC Share
n=44
1
Practitioners
n=44
44.0
Apps / Practitioner
n=44

Portfolio Summary

9
Total Pending OAs
7
Non-Final OAs
2
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.

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

7
Hard (78%)
2
Medium (22%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only2 (22%)
§101 + other4 (44%)
§103 only2 (22%)
Multi-statute (no §101)1 (11%)

Industry Mix

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

0
Life Sciences
0% of docket
3
Information Tech
33% of docket
0
Communications
0% of docket
0
Semiconductors
0% of docket
4
Mechanical / Eng
44% of docket
2
Business / Other
22% 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.

90 h
Manual time on pending OAs
18 h
Time saved (low, 20%)
31 h
Time saved (mid, 35%)
0.8 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
VY, HUNG T 1 86.3% +2.2%
CHOI, YUK TING 1 71.5% +36.4%
ORTIZ DITREN, BELIX M 1 84.2% +2.4%
HICKS, SHIRLEY D. 1 60.8% +50.5%
GARG, YOGESH C 1 61.7% +33.4%
KANG, TIMOTHY J 1 45.7% +26.8%
PRINCE, JESSICA MARIE 1 77.3% +15.3%
VAN BRAMER, JOHN W 1 33.2% +33.4%
LEE, JENNIFER V 1 25.1% +39.7%

Hard Cases (7)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 7 ordered by deadline are shown.

App #TitleExaminerDue in
19048322 DYNAMIC FILTER RECOMMENDATIONS ORTIZ DITREN, BELIX M 84d
19336426 DATA EXTRACTION APPROACH FOR RETAIL CRAWLING ENGINE VY, HUNG T —
19075460 SUGGESTING OBJECT IDENTIFIERS TO INCLUDE IN A COMMUNICATION CHOI, YUK TING —
18828628 PROBABILISTIC DETERMINATION OF COMPATIBLE CONTENT GARG, YOGESH C —
18678748 RECOMMENDING CONTENT ITEMS BASED ON A LONG-TERM OBJECTIVE KANG, TIMOTHY J —
18324048 PROMOTING REPRESENTATIONS OF ITEMS TO USERS ON BEHALF OF SELLERS OF THOSE ITEMS VAN BRAMER, JOHN W —
17860765 OBJECT IDENTIFIERS FOR REAL WORLD OBJECTS LEE, JENNIFER V —

Interview Candidates (7)

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 7 ordered by deadline are shown.

App #TitleExaminerDue in
19075460 SUGGESTING OBJECT IDENTIFIERS TO INCLUDE IN A COMMUNICATION CHOI, YUK TING —
18927713 GENERATING CUSTOMIZED CONTENT USING A GENERATIVE MODEL HICKS, SHIRLEY D. —
18828628 PROBABILISTIC DETERMINATION OF COMPATIBLE CONTENT GARG, YOGESH C —
18678748 RECOMMENDING CONTENT ITEMS BASED ON A LONG-TERM OBJECTIVE KANG, TIMOTHY J —
18592099 END-TO-END TRAINED GENERATIVE SLATE RECOMMENDATION MODEL PRINCE, JESSICA MARIE —
18324048 PROMOTING REPRESENTATIONS OF ITEMS TO USERS ON BEHALF OF SELLERS OF THOSE ITEMS VAN BRAMER, JOHN W —
17860765 OBJECT IDENTIFIERS FOR REAL WORLD OBJECTS LEE, JENNIFER V —

Client Portfolio (1 client)

Client (Assignee)Pending OAs
Pinterest, Inc. 9

Top Art Units

Art UnitApps
36882
21631
21641
21681
36891
36221

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19336426 DATA EXTRACTION APPROACH FOR RETAIL CRAWLING ENGINE Pinterest, Inc. VY, HUNG T 2163 §101§102§103Other Non-Final OA — Pending Sep 22, 2025
19075460 SUGGESTING OBJECT IDENTIFIERS TO INCLUDE IN A COMMUNICATION Pinterest, Inc. CHOI, YUK TING §102§103 Non-Final OA — Pending Mar 10, 2025
19048322 DYNAMIC FILTER RECOMMENDATIONS Pinterest, Inc. ORTIZ DITREN, BELIX M 2164 §101§102 Non-Final OA 84d Pending Feb 07, 2025
18927713 GENERATING CUSTOMIZED CONTENT USING A GENERATIVE MODEL Pinterest, Inc. HICKS, SHIRLEY D. 2168 §103 Non-Final OA — Pending Oct 25, 2024
18828628 PROBABILISTIC DETERMINATION OF COMPATIBLE CONTENT Pinterest, Inc. GARG, YOGESH C 3688 §101 Non-Final OA — Pending Sep 09, 2024
18678748 RECOMMENDING CONTENT ITEMS BASED ON A LONG-TERM OBJECTIVE Pinterest, Inc. KANG, TIMOTHY J 3689 §101§102§103 Final Rejection — Pending May 30, 2024
18592099 END-TO-END TRAINED GENERATIVE SLATE RECOMMENDATION MODEL Pinterest, Inc. PRINCE, JESSICA MARIE §103 Non-Final OA — Pending Feb 29, 2024
18324048 PROMOTING REPRESENTATIONS OF ITEMS TO USERS ON BEHALF OF SELLERS OF THOSE ITEMS Pinterest, Inc. VAN BRAMER, JOHN W 3622 §101 Non-Final OA — Pending May 25, 2023
17860765 OBJECT IDENTIFIERS FOR REAL WORLD OBJECTS Pinterest, Inc. LEE, JENNIFER V 3688 §101§102§103§112 Final Rejection — Pending Jul 08, 2022

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