RRepoGEO

REPOGEO REPORT · LITE

CoderSJX/AI-Resources-Central

Default branch main · commit 10819452 · scanned 7/1/2026, 12:02:17 PM

GitHub: 1,231 stars · 134 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
22 /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
1 / 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 CoderSJX/AI-Resources-Central, 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 H3 to explicitly state it's an 'Awesome List'

    Why:

    CURRENT
    <h3 align="center">AI Resource Central</h3>
    COPY-PASTE FIX
    <h3 align="center">AI Resource Central: An Awesome List of Global AI Open Source Projects</h3>
  • mediumtopics#2
    Add 'awesome-list' and 'resource-collection' topics

    Why:

    CURRENT
    agent, ai, chatgpt, functioncall, gemini, llm, machine-learning, model, ollama, openai, prompt-engineering, qwen, spring-ai, transformer
    COPY-PASTE FIX
    agent, ai, chatgpt, functioncall, gemini, llm, machine-learning, model, ollama, openai, prompt-engineering, qwen, spring-ai, transformer, awesome-list, resource-collection, curated-list
  • lowhomepage#3
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/CoderSJX/AI-Resources-Central

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 CoderSJX/AI-Resources-Central
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Awesome Lists
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Awesome Lists · recommended 1×
  2. Papers With Code · recommended 1×
  3. Hugging Face Hub · recommended 1×
  4. TensorFlow · recommended 1×
  5. PyTorch · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive list of open-source AI development tools and frameworks?
    you: not recommended
    AI recommended (in order):
    1. GitHub Awesome Lists
    2. Papers With Code
    3. Hugging Face Hub
    4. TensorFlow
    5. PyTorch
    6. Kaggle
    7. Towards Data Science

    AI recommended 7 alternatives but never named CoderSJX/AI-Resources-Central. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best open-source projects for building AI agents, LLMs, and prompt engineering?
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. LlamaIndex (run-llama/llama_index)
    3. Hugging Face Transformers (huggingface/transformers)
    4. OpenAI API (openai/openai-python)
    5. AutoGPT (Significant-Gravitas/AutoGPT)
    6. Haystack by deepset (deepset-ai/haystack)
    7. Guidance by Microsoft (microsoft/guidance)

    AI recommended 7 alternatives but never named CoderSJX/AI-Resources-Central. 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 CoderSJX/AI-Resources-Central?
    pass
    AI did not name CoderSJX/AI-Resources-Central — 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 CoderSJX/AI-Resources-Central in production, what risks or prerequisites should they evaluate first?
    pass
    AI named CoderSJX/AI-Resources-Central 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 CoderSJX/AI-Resources-Central solve, and who is the primary audience?
    pass
    AI did not name CoderSJX/AI-Resources-Central — 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?

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CoderSJX/AI-Resources-Central — 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