RRepoGEO

REPOGEO REPORT · LITE

currenjin/site-for-developers

Default branch main · commit 83beb6bf · scanned 6/30/2026, 11:19:31 AM

GitHub: 1,167 stars · 111 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 currenjin/site-for-developers, 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
    Add a clear English summary to the README's opening

    Why:

    COPY-PASTE FIX
    Add this line right after the main title: "This repository is a curated collection of essential resources, tools, and communities for developers, from beginners to experienced professionals."
  • mediumhomepage#2
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/currenjin/site-for-developers
  • lowreadme#3
    Add a 'Why This List?' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section, perhaps after "🎯 어떤 저장소인가요?", titled "✨ Why This List?" with content like: "Unlike general learning platforms, this repository provides a meticulously curated, multi-language collection of direct links to essential developer tools, documentation, and communities, serving as a comprehensive first bookmark for all developers."

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 currenjin/site-for-developers
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
freeCodeCamp
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. freeCodeCamp · recommended 1×
  2. The Odin Project · recommended 1×
  3. Codecademy · recommended 1×
  4. roadmap.sh · recommended 1×
  5. GitHub · recommended 1×
  • CATEGORY QUERY
    Where can I find a curated list of essential resources for new software developers?
    you: not recommended
    AI recommended (in order):
    1. freeCodeCamp
    2. The Odin Project
    3. Codecademy
    4. roadmap.sh
    5. GitHub
    6. Dev.to
    7. Hacker News

    AI recommended 7 alternatives but never named currenjin/site-for-developers. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are some comprehensive collections of AI development tools and learning resources?
    you: not recommended
    AI recommended (in order):
    1. Google AI Platform
    2. Microsoft Azure AI Platform
    3. Amazon Web Services (AWS) AI/ML
    4. Hugging Face (huggingface/transformers)
    5. TensorFlow (tensorflow/tensorflow)
    6. Keras (keras-team/keras)
    7. PyTorch (pytorch/pytorch)
    8. PyTorch Lightning (Lightning-AI/lightning)

    AI recommended 8 alternatives but never named currenjin/site-for-developers. 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 currenjin/site-for-developers?
    pass
    AI did not name currenjin/site-for-developers — 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 currenjin/site-for-developers in production, what risks or prerequisites should they evaluate first?
    pass
    AI named currenjin/site-for-developers 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 currenjin/site-for-developers solve, and who is the primary audience?
    pass
    AI did not name currenjin/site-for-developers — 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?

Embed your GEO score

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currenjin/site-for-developers — 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