RRepoGEO

REPOGEO REPORT · LITE

ninehills/PatentWriterAgent

Default branch main · commit 8d741be7 · scanned 6/7/2026, 1:52:37 PM

GitHub: 544 stars · 109 forks

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface ninehills/PatentWriterAgent, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ["patent-drafting", "patent-application", "ai-agent", "generative-ai", "legal-tech", "claude"]
  • highreadme#2
    Add a concise English introduction to the README

    Why:

    CURRENT
    # 专利写作智能体

```bash
# 安装 Claude code
npm install -g @anthropic-ai/claude-code
...
    COPY-PASTE FIX
    The PatentWriterAgent is an AI-powered multi-agent framework designed to automate and streamline the drafting of comprehensive patent applications from technical specifications. It generates patent claims, descriptions, abstracts, and diagrams, assisting inventors and patent professionals in accelerating the patenting process.

# 专利写作智能体

```bash
# 安装 Claude code
npm install -g @anthropic-ai/claude-code
...
  • mediumabout#3
    Update the repository's short description

    Why:

    CURRENT
    PatentWriterAgent Demo
    COPY-PASTE FIX
    An AI-powered multi-agent framework for automating and streamlining patent application drafting, generating claims, descriptions, and abstracts from technical specifications.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface ninehills/PatentWriterAgent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PatentPal
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. PatentPal · recommended 2×
  2. ClaimMaster · recommended 2×
  3. ChatGPT · recommended 2×
  4. Jasper · recommended 1×
  5. LegalUp · recommended 1×
  • CATEGORY QUERY
    How can I automate the process of drafting patent applications and proposals quickly?
    you: not recommended
    AI recommended (in order):
    1. PatentPal
    2. ClaimMaster
    3. Jasper
    4. ChatGPT
    5. LegalUp
    6. DocuSign Gen for Salesforce
    7. Contractbook

    AI recommended 7 alternatives but never named ninehills/PatentWriterAgent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a tool to generate patent claims, descriptions, and abstracts from technical specifications.
    you: not recommended
    AI recommended (in order):
    1. ClaimMaster
    2. PatentPal
    3. LexisNexis PatentOptimizer
    4. IP.com
    5. ChatGPT
    6. Claude
    7. Gemini
    8. OpenAI API
    9. Hugging Face

    AI recommended 9 alternatives but never named ninehills/PatentWriterAgent. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of ninehills/PatentWriterAgent?
    pass
    AI named ninehills/PatentWriterAgent explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts ninehills/PatentWriterAgent in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ninehills/PatentWriterAgent explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo ninehills/PatentWriterAgent solve, and who is the primary audience?
    pass
    AI named ninehills/PatentWriterAgent explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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ninehills/PatentWriterAgent — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite