RRepoGEO

REPOGEO REPORT · LITE

awesome-gptX/awesome-gpt

Default branch main · commit 6805c0b0 · scanned 6/19/2026, 7:32:34 PM

GitHub: 1,116 stars · 112 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 it's an awesome list

    Why:

    CURRENT
    The first content line after the title is '- guardian-agent-prompts - 49 production-tested AI agent system prompts...'
    COPY-PASTE FIX
    Add this sentence directly after the `# Awesome-ChatGPT` title and language links: `This repository is a curated collection of awesome resources, tools, documents, applications, and use cases related to ChatGPT.`
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://awesome-gpt.github.io/awesome-gpt/
  • lowtopics#3
    Expand repository topics to emphasize 'resource list' and 'collection'

    Why:

    CURRENT
    awesome, awesome-list, chat-gpt-tool, chatbot, chatgpt, chatgpt-chrome-extension, chatgpt4, chatgptapi, openai, tipschatgpt, usingchatgpt
    COPY-PASTE FIX
    awesome, awesome-list, chatgpt, chatgpt-resources, ai-resources, llm-resources, curated-list, openai, chatbot, chat-gpt-tool, chatgpt-chrome-extension, chatgpt4, chatgptapi, tipschatgpt, usingchatgpt

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
Awesome-LLM
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Awesome-LLM · recommended 1×
  2. LlamaIndex · recommended 1×
  3. LangChain · recommended 1×
  4. Hugging Face · recommended 1×
  5. Papers With Code · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive list of tools and applications for large language models?
    you: not recommended
    AI recommended (in order):
    1. Awesome-LLM
    2. LlamaIndex
    3. LangChain
    4. Hugging Face
    5. Papers With Code
    6. Futurepedia
    7. There's An AI For That

    AI recommended 7 alternatives but never named awesome-gptX/awesome-gpt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best open-source libraries for integrating conversational AI into my projects?
    you: not recommended
    AI recommended (in order):
    1. Rasa
    2. DeepPavlov
    3. OpenNMT
    4. ParlAI
    5. spaCy
    6. NLTK

    AI recommended 6 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.

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