RRepoGEO

REPOGEO REPORT · LITE

chenyl8848/great-open-source-project

Default branch master · commit 966131d0 · scanned 5/26/2026, 9:42:42 PM

GitHub: 1,718 stars · 271 forks

AI VISIBILITY SCORE
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 chenyl8848/great-open-source-project, 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
    Clarify README's opening statement to explicitly state its purpose as a curated list/directory

    Why:

    CURRENT
    # `Github` 、`Gitee` 优秀的开源项目

> 不定期收集 `Github`、`Gitee`优秀的开源项目，并进行归类整理。
    COPY-PASTE FIX
    # `Github` 、`Gitee` 优秀的开源项目：精选目录与指南

> 这是一个持续更新的精选目录，旨在收集、分类和整理 `Github` 和 `Gitee` 上最优秀的开源项目。无论您是寻找特定编程语言的示例、实战项目，还是探索前沿技术，这里都能为您提供高质量的资源和灵感。
  • hightopics#2
    Add more specific topics to accurately categorize the repository as a curated list/directory

    Why:

    CURRENT
    github, markdown, open-source
    COPY-PASTE FIX
    github, open-source, awesome-list, curated-list, project-directory, programming-languages, frameworks, development-resources, gitee
  • mediumabout#3
    Expand the repository description to clearly state its function as a curated directory of projects

    Why:

    CURRENT
    收集整理Github、Gitte上优秀的开源项目。
    COPY-PASTE FIX
    一个持续更新的精选目录，旨在收集、分类和整理 Github 和 Gitee 上最优秀的开源项目，涵盖多种编程语言、框架和应用场景。

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 chenyl8848/great-open-source-project
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Awesome Lists
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Awesome Lists · recommended 2×
  2. Open Source Guides · recommended 2×
  3. SourceForge · recommended 2×
  4. AlternativeTo · recommended 2×
  5. GitHub Topics · recommended 1×
  • CATEGORY QUERY
    Where can I find a curated list of excellent open-source projects categorized by technology?
    you: not recommended
    AI recommended (in order):
    1. GitHub Topics
    2. Awesome Lists
    3. sindresorhus/awesome (sindresorhus/awesome)
    4. vinta/awesome-python (vinta/awesome-python)
    5. brillout/awesome-react-components (brillout/awesome-react-components)
    6. avelino/awesome-go (avelino/awesome-go)
    7. Open Source Guides
    8. SourceForge
    9. AlternativeTo
    10. StackShare

    AI recommended 10 alternatives but never named chenyl8848/great-open-source-project. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a directory to discover popular open-source projects across various programming languages and frameworks.
    you: not recommended
    AI recommended (in order):
    1. GitHub Explore/Trending
    2. Awesome Lists
    3. Open Source Guides
    4. SourceForge
    5. AlternativeTo
    6. Libraries.io
    7. Hacker News (YC)

    AI recommended 7 alternatives but never named chenyl8848/great-open-source-project. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 chenyl8848/great-open-source-project?
    pass
    AI named chenyl8848/great-open-source-project explicitly

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

  • If a team adopts chenyl8848/great-open-source-project in production, what risks or prerequisites should they evaluate first?
    pass
    AI named chenyl8848/great-open-source-project 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 chenyl8848/great-open-source-project solve, and who is the primary audience?
    pass
    AI did not name chenyl8848/great-open-source-project — 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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chenyl8848/great-open-source-project — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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