RRepoGEO

REPOGEO REPORT · LITE

LiuMengxuan04/shushu-internship-tool

Default branch main · commit 295f93c4 · scanned 6/7/2026, 5:47:45 PM

GitHub: 1,180 stars · 55 forks

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 LiuMengxuan04/shushu-internship-tool, 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 the README's opening paragraph to emphasize project generation, not application tracking

    Why:

    CURRENT
    鼠鼠实习妙妙工具是一个AI驱动的实习项目准备工具包（skill）：把目标 JD（Job Description，岗位描述/招聘需求）快速转成能投递、能面试、能讲清的项目素材闭环。这里的 JD 通常包括岗位职责、任职要求、技术栈、业务方向、地点、学历/毕业时间限制等信息。
    COPY-PASTE FIX
    SIT (Shushu Internship Tool) 专注于利用AI将岗位描述转化为具体的项目构思和面试准备材料，而非通用的实习申请管理或简历制作工具。它是一个AI驱动的实习项目准备工具包（skill）：把目标 JD（Job Description，岗位描述/招聘需求）快速转成能投递、能面试、能讲清的项目素材闭环。这里的 JD 通常包括岗位职责、任职要求、技术栈、业务方向、地点、学历/毕业时间限制等信息。
  • mediumtopics#2
    Update repository topics with more specific keywords

    Why:

    CURRENT
    ai, ai-agents, skills
    COPY-PASTE FIX
    ai-tools, job-description-analysis, internship-preparation, project-generation, interview-prep
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/LiuMengxuan04/shushu-internship-tool

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 LiuMengxuan04/shushu-internship-tool
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT · recommended 2×
  2. Kickresume · recommended 2×
  3. Jobscan · recommended 1×
  4. Rezi.ai · recommended 1×
  5. Skillroads · recommended 1×
  • CATEGORY QUERY
    AI tool to convert job descriptions into project ideas and resume bullet points.
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Jobscan
    3. Rezi.ai
    4. Kickresume
    5. Skillroads
    6. Textio

    AI recommended 6 alternatives but never named LiuMengxuan04/shushu-internship-tool. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an AI assistant for low-experience candidates preparing for tech internships.
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Google Gemini
    3. LeetCode
    4. Interview Kickstart
    5. Pramp
    6. Resume.io
    7. Kickresume
    8. GitHub Copilot

    AI recommended 8 alternatives but never named LiuMengxuan04/shushu-internship-tool. 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 LiuMengxuan04/shushu-internship-tool?
    pass
    AI did not name LiuMengxuan04/shushu-internship-tool — 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 LiuMengxuan04/shushu-internship-tool in production, what risks or prerequisites should they evaluate first?
    pass
    AI named LiuMengxuan04/shushu-internship-tool 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 LiuMengxuan04/shushu-internship-tool solve, and who is the primary audience?
    pass
    AI did not name LiuMengxuan04/shushu-internship-tool — 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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LiuMengxuan04/shushu-internship-tool — RepoGEO report