RRepoGEO

REPOGEO REPORT · LITE

vasu-devs/JustHireMe

Default branch main · commit 5f67a696 · scanned 6/17/2026, 8:26:34 PM

GitHub: 2,054 stars · 334 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
27 /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
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 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

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

OVERALL DIRECTION
  • highreadme#1
    Strengthen and reposition the 'Short Version' in README

    Why:

    CURRENT
    JustHireMe is an AGPL-licensed, local-first desktop workbench for people who are tired of noisy job boards and black-box AI apply tools.
    COPY-PASTE FIX
    JustHireMe is an AGPL-licensed, local-first desktop workbench for people who are tired of noisy job boards and black-box AI apply tools. This is a dedicated job intelligence application, not a portfolio website template or generic AI API. (Consider moving this section to immediately follow the initial H1 and introductory paragraph.)
  • mediumtopics#2
    Expand and correct topics for better category matching

    Why:

    CURRENT
    agents, ai, hireme, hiring, job, jobs, mulytiagent, rag, scrape, semantic-search, vector-database
    COPY-PASTE FIX
    agents, ai, hireme, hiring, job, jobs, multiagent, rag, scrape, semantic-search, vector-database, job-application, career-tech, personal-ai-assistant, application-automation

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
Zapier
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Zapier · recommended 2×
  2. Make · recommended 2×
  3. OpenAI API · recommended 1×
  4. Anthropic Claude · recommended 1×
  5. Google Gemini API · recommended 1×
  • CATEGORY QUERY
    How can I use AI to automate job application material generation and fit ranking?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Anthropic Claude
    3. Google Gemini API
    4. Hugging Face Transformers (huggingface/transformers)
    5. Zapier
    6. Make
    7. TextCortex AI
    8. Jasper AI

    AI recommended 8 alternatives but never named vasu-devs/JustHireMe. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help scrape job postings and locally manage AI-driven application workflows?
    you: not recommended
    AI recommended (in order):
    1. Beautiful Soup
    2. Requests
    3. Apache Airflow
    4. Scrapy
    5. Prefect
    6. Puppeteer
    7. Selenium
    8. Dagster
    9. Apify
    10. GitHub Actions
    11. ParseHub
    12. Octoparse
    13. Zapier
    14. Make

    AI recommended 14 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 did not name vasu-devs/JustHireMe — 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 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 did not name vasu-devs/JustHireMe — 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

Drop this badge into the README of vasu-devs/JustHireMe. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/vasu-devs/JustHireMe.svg)](https://repogeo.com/en/r/vasu-devs/JustHireMe)
HTML
<a href="https://repogeo.com/en/r/vasu-devs/JustHireMe"><img src="https://repogeo.com/badge/vasu-devs/JustHireMe.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

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