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AI Office Action Response Drafting

Written by Howard Katzenberg
Updated today

When you receive a USPTO office action, GleanMark’s AI drafting tool researches the cited marks, analyzes the refusal type, finds relevant precedent, and generates an attorney-ready response draft. Review, edit, and share with clients.

What You Can Do

  • Generate draft responses to Section 2(d) and other refusal types

  • Get AI-researched arguments with precedent citations

  • Review cited marks and their prosecution history

  • Edit the draft before sharing

  • Share a formatted draft with clients via a public link

  • Access OA research and strategy tools

How It Works

  1. Start from a trademark — on any mark’s detail page, find the office action in the prosecution history

  2. Click “Draft Response” — or navigate to /draft-response

  3. Select the office action — choose which refusal to respond to

  4. Wait for AI analysis — the system researches cited marks, examines coexistence patterns, and analyzes refusal subtypes

  5. Review the draft — read the generated arguments, check citations, and edit as needed

  6. Share with client — generate a shareable link for client review

Refusal Types Supported

  • Section 2(d) — likelihood of confusion (the most common refusal)

    • Subtypes: goods overlap, mark similarity, trade channel overlap, and more

  • Merely descriptive (Section 2(e)(1))

  • Geographic descriptiveness

  • Surname refusal

  • Specimen issues

  • Identification of goods/services

  • Disclaimer requirements

  • And other common refusal types

OA Research Tools

Beyond drafting, GleanMark provides research tools at /oa-research:

  • Search — find office action cases by refusal type, document code, or subtype

  • Precedent — browse recommended precedent cases

  • Strategy — analyze strategies that have worked for similar refusals

Winning Arguments Database

At /resources/winning-arguments, browse a database of successful office action response strategies:

  • Strategy effectiveness rankings

  • Featured winning cases

  • Refusal-type strategy grids (Section 2(d), 2(e), and more)

  • Searchable case details

Tips

  • Review the cited marks yourself — the AI draft is a starting point, not a final product

  • Check the refusal subtype — a 2(d) refusal based on goods overlap needs different arguments than one based on mark similarity

  • Use the Winning Arguments database to find strategies that have worked in similar situations

  • Always review before sharing — the draft is attorney-ready but needs your professional judgment

What’s Included in Each Plan

Feature

Starter

Professional

Firm

OA draft responses

1/month (then $49 each)

3/seat/month

Unlimited

OA research tools

Yes

Yes

Yes

Winning arguments

Yes

Yes

Yes

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