RRepoGEO

REPOGEO REPORT · LITE

awesome-gptX/awesome-gpt

Default branch main · commit 53948c07 · scanned 5/9/2026, 10:08:24 PM

GitHub: 1,109 stars · 110 forks

AI VISIBILITY SCORE
28 /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
2 / 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 awesome-gptX/awesome-gpt, 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 the README's opening to clearly state its purpose as a comprehensive tool collection

    Why:

    CURRENT
    English | [简体中文](./README.zh-cn.md)

# Awesome-ChatGPT

- guardian-agent-prompts - 49 production-tested AI agent system prompts for Claude Code multi-agent orchestration with task registry and quality gates. MIT licensed.
    COPY-PASTE FIX
    English | [简体中文](./README.zh-cn.md)

# Awesome-ChatGPT

🏆 An awe-inspiring collection of resources, encompassing a wide range of tools, documents, resources, applications, and use cases related to ChatGPT. This comprehensive list helps developers, researchers, and enthusiasts discover the best tools, extensions, and applications to enhance their generative AI experience with GPT models.
  • mediumtopics#2
    Add more specific topics to reinforce its nature as a collection of tools and applications

    Why:

    CURRENT
    awesome, awesome-list, chat-gpt-tool, chatbot, chatgpt, chatgpt-chrome-extension, chatgpt4, chatgptapi, openai, tipschatgpt, usingchatgpt
    COPY-PASTE FIX
    awesome, awesome-list, chat-gpt-tool, chatbot, chatgpt, chatgpt-chrome-extension, chatgpt4, chatgptapi, openai, tipschatgpt, usingchatgpt, ai-tools, ai-applications, browser-extensions, desktop-applications, generative-ai-resources
  • lowhomepage#3
    Add a homepage URL to complete repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/awesome-gptX/awesome-gpt

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 awesome-gptX/awesome-gpt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Gartner Hype Cycle for Conversational AI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Gartner Hype Cycle for Conversational AI · recommended 1×
  2. Forrester Wave Reports for Conversational AI Platforms · recommended 1×
  3. AI Multiple · recommended 1×
  4. GitHub · recommended 1×
  5. Kaggle · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive list of tools and applications for an advanced conversational AI?
    you: not recommended
    AI recommended (in order):
    1. Gartner Hype Cycle for Conversational AI
    2. Forrester Wave Reports for Conversational AI Platforms
    3. AI Multiple
    4. GitHub
    5. Kaggle
    6. Papers With Code
    7. Google Cloud AI
    8. AWS AI/ML
    9. Microsoft Azure AI
    10. Rasa
    11. Hugging Face

    AI recommended 11 alternatives but never named awesome-gptX/awesome-gpt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best browser extensions or desktop applications to enhance my generative AI experience?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT for Google
    2. Monica
    3. Perplexity AI
    4. WebChatGPT
    5. Merlin
    6. Obsidian
    7. Automatic1111
    8. InvokeAI
    9. ComfyUI
    10. LM Studio
    11. ElevenLabs
    12. Midjourney

    AI recommended 12 alternatives but never named awesome-gptX/awesome-gpt. 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 awesome-gptX/awesome-gpt?
    pass
    AI did not name awesome-gptX/awesome-gpt — likely talking about a different project

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

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

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

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awesome-gptX/awesome-gpt — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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awesome-gptX/awesome-gpt — RepoGEO report