RRepoGEO

REPOGEO REPORT · LITE

yangfeng20/ai-job

Default branch master · commit e2503ff7 · scanned 6/15/2026, 4:47:27 AM

GitHub: 523 stars · 80 forks

AI VISIBILITY SCORE
17 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 yangfeng20/ai-job, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Emphasize 'automation bot' in the README's opening

    Why:

    CURRENT
    # 🎉 AI 工作猎手 (AI Job Hunting) - 正式开源！

**找工作，用 AI 工作猎手！让 AI 成为您的求职分身，24/7 在线助您斩获 Offer。**
    COPY-PASTE FIX
    # 🎉 AI 工作猎手 (AI Job Hunting) - 您的全自动 AI 求职机器人！

**AI 工作猎手：一个开源的 AI 驱动求职自动化机器人，让 AI 成为您的求职分身，24/7 在线助您斩获 Offer。**
  • mediumlicense#2
    Add a LICENSE file to clarify usage rights

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a LICENSE file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).

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 yangfeng20/ai-job
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT · recommended 1×
  2. Jasper · recommended 1×
  3. Copy.ai · recommended 1×
  4. Resume.io · recommended 1×
  5. Zety · recommended 1×
  • CATEGORY QUERY
    Seeking an AI assistant to manage job hunt and custom application responses.
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Jasper
    3. Copy.ai
    4. Resume.io
    5. Zety
    6. Grammarly
    7. Bard

    AI recommended 7 alternatives but never named yangfeng20/ai-job. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Open source project to build an AI-driven job application automation bot?
    you: not recommended
    AI recommended (in order):
    1. Playwright (microsoft/playwright)
    2. LangChain (langchain-ai/langchain)
    3. OpenAI API
    4. Selenium (SeleniumHQ/selenium)
    5. Puppeteer (puppeteer/puppeteer)
    6. LangChain.js (langchain-ai/langchainjs)
    7. AutoGPT (Significant-Gravitas/AutoGPT)
    8. BabyAGI (yoheinakajima/babyagi)
    9. SuperAGI (Hyperplex-Solutions/SuperAGI)
    10. AgentGPT (reworkd/AgentGPT)
    11. Scrapy (scrapy/scrapy)
    12. Beautiful Soup (crummy/BeautifulSoup)

    AI recommended 12 alternatives but never named yangfeng20/ai-job. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 yangfeng20/ai-job?
    pass
    AI named yangfeng20/ai-job explicitly

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

  • If a team adopts yangfeng20/ai-job in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name yangfeng20/ai-job — 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?

  • In one sentence, what problem does the repo yangfeng20/ai-job solve, and who is the primary audience?
    pass
    AI did not name yangfeng20/ai-job — 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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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite