RRepoGEO

REPOGEO REPORT · LITE

bigemon/ChatGPT-ToolBox

Default branch main · commit 5f7482a7 · scanned 5/25/2026, 10:53:15 AM

GitHub: 2,023 stars · 153 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 bigemon/ChatGPT-ToolBox, 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/opening to clearly state its purpose as a browser utility for ChatGPT

    Why:

    CURRENT
    # ChatGPT-ToolBox

由ChatGPT负责编写的ChatGPT工具箱。除了向ChatGPT提供必要的数据，尽可能不由人类写任何代码。
    COPY-PASTE FIX
    # ChatGPT-ToolBox: 浏览器端ChatGPT增强工具箱

一个由ChatGPT自己编写的浏览器端工具箱，旨在增强和优化您的ChatGPT使用体验。它提供绕过高负载登录、关闭数据监管、维持会话链路、API混合接入、会话导入导出、聊天记录下载以及解锁GPT4-Mobile等核心功能。
  • mediumtopics#2
    Add more specific topics related to browser extensions/userscripts for ChatGPT

    Why:

    CURRENT
    cgpt, chatgpt, chrome-bookmark, chrome-bookmark-extesnsion, chrome-plugin, gpt, gpt-turbo, tampermonkey, tool, toolbox, userscript
    COPY-PASTE FIX
    chatgpt, browser-extension, userscript, tampermonkey, chrome-plugin, chrome-bookmark, gpt, ai-tools, chat-enhancement, productivity, chatgpt-utilities, gpt-4, chat-history-export
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/bigemon/ChatGPT-ToolBox

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 bigemon/ChatGPT-ToolBox
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cloudflare
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Cloudflare · recommended 1×
  2. AWS Auto Scaling · recommended 1×
  3. Google Cloud Autohealing · recommended 1×
  4. Azure Virtual Machine Scale Sets · recommended 1×
  5. Redis · recommended 1×
  • CATEGORY QUERY
    Having trouble with AI chatbot login during high load; need a workaround for access.
    you: not recommended
    AI recommended (in order):
    1. Cloudflare
    2. AWS Auto Scaling
    3. Google Cloud Autohealing
    4. Azure Virtual Machine Scale Sets
    5. Redis
    6. NGINX
    7. Okta
    8. Auth0
    9. Kubernetes
    10. Horizontal Pod Autoscaler

    AI recommended 10 alternatives but never named bigemon/ChatGPT-ToolBox. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a browser utility to download AI chat history and manage conversation data.
    you: not recommended
    AI recommended (in order):
    1. ChatGPT Export
    2. AIPRM for ChatGPT
    3. Chatbot UI
    4. Sider
    5. Perplexity AI
    6. Notepad++
    7. VS Code
    8. Sublime Text
    9. Typora
    10. Obsidian

    AI recommended 10 alternatives but never named bigemon/ChatGPT-ToolBox. 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 bigemon/ChatGPT-ToolBox?
    pass
    AI named bigemon/ChatGPT-ToolBox explicitly

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

  • If a team adopts bigemon/ChatGPT-ToolBox in production, what risks or prerequisites should they evaluate first?
    pass
    AI named bigemon/ChatGPT-ToolBox 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 bigemon/ChatGPT-ToolBox solve, and who is the primary audience?
    pass
    AI named bigemon/ChatGPT-ToolBox 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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MARKDOWN (README)
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