RRepoGEO

REPOGEO REPORT · LITE

S-Trespassing/claw-in-chrome

Default branch main · commit e58afcc2 · scanned 6/25/2026, 5:36:46 AM

GitHub: 500 stars · 82 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 S-Trespassing/claw-in-chrome, 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
  • highreadme#1
    Reposition README H1 and opening sentence to clarify identity as an AI assistant extension

    Why:

    CURRENT
    # Claw in Chrome
把 Claw 放进 Chrome 侧边栏，让你在浏览网页时直接接入自己的模型供应商，并把浏览器内的部分操作能力交给 AI。
    COPY-PASTE FIX
    # Claw in Chrome: 自定义大模型侧边栏助手扩展
这是一个 Chrome 侧边栏 AI 助手扩展，旨在解除 Claude in Chrome 的登录和套餐限制，并支持自定义大模型供应商，让您在浏览网页时直接接入自己的模型接口，并把浏览器内的部分操作能力交给 AI。
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    chrome-extension, ai-assistant, llm, large-language-models, custom-api, sidebar-extension, claude-in-chrome-unlimited
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the root directory with the standard MIT License text.

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 S-Trespassing/claw-in-chrome
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
TensorFlow.js
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. TensorFlow.js · recommended 1×
  2. ONNX Runtime Web · recommended 1×
  3. WebGPU · recommended 1×
  4. WebLLM · recommended 1×
  5. Transformers.js · recommended 1×
  • CATEGORY QUERY
    How to use my own large language models directly within a Chrome browser extension?
    you: not recommended
    AI recommended (in order):
    1. TensorFlow.js
    2. ONNX Runtime Web
    3. WebGPU
    4. WebLLM
    5. Transformers.js
    6. ML.js

    AI recommended 6 alternatives but never named S-Trespassing/claw-in-chrome. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a browser sidebar AI assistant to help with web browsing tasks and custom APIs.
    you: not recommended
    AI recommended (in order):
    1. Sider
    2. Monica
    3. ChatGPT
    4. Bard
    5. Perplexity AI
    6. WebPilot

    AI recommended 6 alternatives but never named S-Trespassing/claw-in-chrome. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 S-Trespassing/claw-in-chrome?
    pass
    AI named S-Trespassing/claw-in-chrome explicitly

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

  • If a team adopts S-Trespassing/claw-in-chrome in production, what risks or prerequisites should they evaluate first?
    pass
    AI named S-Trespassing/claw-in-chrome 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 S-Trespassing/claw-in-chrome solve, and who is the primary audience?
    pass
    AI named S-Trespassing/claw-in-chrome explicitly

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

Embed your GEO score

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S-Trespassing/claw-in-chrome — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite