REPOGEO REPORT · LITE

currenjin/site-for-developers

Default branch main · commit 83beb6bf · scanned 5/19/2026, 3:52:45 AM

GitHub: 1,166 stars · 110 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

Reposition the README's opening to clearly state it's a curated list

Why:

CURRENT

# 🌎💎 개발자들의 첫 번째 북마크

... 개발을 시작하는 모든 사람의 **첫 번째 북마크**입니다. AI 도구부터 공식 문서, 커뮤니티까지 - 개발자가 필요한 모든 리소스를 한 곳에서 확인할 수 있습니다.

COPY-PASTE FIX

# 🌎💎 개발자들을 위한 엄선된 리소스 목록 (Curated List of Developer Resources)

개발을 시작하는 모든 사람을 위한 **엄선된 리소스 목록**이자 **첫 번째 북마크**입니다. AI 도구부터 공식 문서, 커뮤니티까지 - 개발자가 필요한 모든 리소스를 한 곳에서 확인할 수 있습니다.

mediumhomepage#2
Add a homepage URL to the repository settings
Why:
COPY-PASTE FIX
```
https://currenjin.github.io/site-for-developers/
```

lowreadme#3

Enhance the 'What is this repository?' section to explicitly clarify its nature

Why:

CURRENT

## 🎯 어떤 저장소인가요?

> 개발을 시작하는 모든 사람의 **첫 번째 북마크**입니다.
> 
> AI 도구부터 공식 문서, 커뮤니티까지 - 개발자가 필요한 모든 리소스를 한 곳에서 확인할 수 있습니다.

COPY-PASTE FIX

## 🎯 어떤 저장소인가요? (What is this repository?)

> 이 저장소는 개발을 시작하는 모든 사람을 위한 **엄선된 리소스 목록**이자 **첫 번째 북마크**입니다. AI 도구부터 공식 문서, 커뮤니티까지 - 개발자가 필요한 모든 리소스를 한 곳에서 확인할 수 있습니다. **이것은 웹사이트 템플릿이나 개인 블로그 프로젝트가 아니며, 개발 리소스의 포괄적인 컬렉션입니다.**

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

Of all named tools, what % are you?

Top rival

GitHub Awesome Lists

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

GitHub Awesome Lists · recommended 1×
StackShare · recommended 1×
Dev.to Community · recommended 1×
Hacker News · recommended 1×
Product Hunt · recommended 1×

CATEGORY QUERY
Where can I find a comprehensive curated list of essential developer tools and resources?
you: not recommended
AI recommended (in order):
1. GitHub Awesome Lists
2. StackShare
3. Dev.to Community
4. Hacker News
5. Product Hunt
6. freeCodeCamp Guides
AI recommended 6 alternatives but never named currenjin/site-for-developers. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are some good curated lists of artificial intelligence tools for developers?
you: not recommended
AI recommended (in order):
1. Awesome AI/ML/Data Science
2. GitHub Topic: awesome-machine-learning
3. Papers With Code - Libraries
4. AI Tools Directory by Futurepedia
5. Hugging Face Hub
6. Kaggle Learn
AI recommended 6 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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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/currenjin/site-for-developers.svg)](https://repogeo.com/en/r/currenjin/site-for-developers)

HTML

<a href="https://repogeo.com/en/r/currenjin/site-for-developers"><img src="https://repogeo.com/badge/currenjin/site-for-developers.svg" alt="RepoGEO" /></a>

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