RRepoGEO

REPOGEO REPORT · LITE

vasu-devs/JustHireMe

Default branch main · commit c27d16af · scanned 5/14/2026, 9:07:25 AM

GitHub: 1,206 stars · 205 forks

AI VISIBILITY SCORE
40 /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
3 / 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 vasu-devs/JustHireMe, 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 disambiguation statement to the README's opening

    Why:

    COPY-PASTE FIX
    **Note:** JustHireMe is an AI job intelligence workbench for job seekers, *not* a personal portfolio website template. It helps you find roles, assess fit, and generate application materials.
  • mediumtopics#2
    Refine the repository topics for better categorization

    Why:

    CURRENT
    agents, ai, hireme, hiring, job, jobs, mulytiagent, rag, scrape, semantic-search, vector-database
    COPY-PASTE FIX
    agents, ai, hiring, job, jobs, multi-agent, rag, scrape, semantic-search, vector-database, job-search-automation, career-tools, application-generator
  • lowabout#3
    Slightly refine the repository description for clarity and keywords

    Why:

    CURRENT
    Local-first AI job intelligence workbench for scraping roles, ranking fit, and generating tailored application materials.
    COPY-PASTE FIX
    A local-first AI job intelligence workbench for job seekers, automating role scraping, fit ranking, and tailored application material generation.

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 vasu-devs/JustHireMe
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Ollama
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Ollama · recommended 2×
  2. Simplify.jobs · recommended 1×
  3. Jobscan · recommended 1×
  4. ChatGPT · recommended 1×
  5. Google Gemini · recommended 1×
  • CATEGORY QUERY
    How can I use AI to automate job searching, fit analysis, and application material generation?
    you: not recommended
    AI recommended (in order):
    1. Simplify.jobs
    2. Jobscan
    3. ChatGPT
    4. Google Gemini
    5. Claude
    6. Rezi.ai
    7. Otter.ai
    8. Zapier
    9. Make.com
    10. LinkedIn Premium

    AI recommended 10 alternatives but never named vasu-devs/JustHireMe. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best local-first AI tools for personal job search and application management?
    you: not recommended
    AI recommended (in order):
    1. MemGPT
    2. OpenWebUI
    3. Llama 3
    4. Mixtral
    5. Obsidian
    6. Text Generator
    7. Ollama
    8. Smart Connections
    9. Ollama
    10. LM Studio
    11. Devika

    AI recommended 11 alternatives but never named vasu-devs/JustHireMe. 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 vasu-devs/JustHireMe?
    pass
    AI named vasu-devs/JustHireMe explicitly

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

  • If a team adopts vasu-devs/JustHireMe in production, what risks or prerequisites should they evaluate first?
    pass
    AI named vasu-devs/JustHireMe 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 vasu-devs/JustHireMe solve, and who is the primary audience?
    pass
    AI named vasu-devs/JustHireMe explicitly

    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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vasu-devs/JustHireMe — 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