RRepoGEO

REPOGEO REPORT · LITE

cocojojo5213/Dev-Janitor

Default branch main · commit 71c085a7 · scanned 6/8/2026, 7:41:56 AM

GitHub: 843 stars · 57 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 cocojojo5213/Dev-Janitor, 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
    Explicitly state the technology stack and desktop app nature to correct AI's hallucination

    Why:

    COPY-PASTE FIX
    Add a new section or integrate into the overview: "## Technology Stack Dev Janitor is built as a cross-platform desktop application using Rust for its backend logic, Tauri for the lightweight desktop framework, and React for the user interface. This ensures a performant, secure, and native-feeling experience across operating systems, distinguishing it from command-line tools or web-based solutions."
  • highreadme#2
    Reposition the README's opening to emphasize 'desktop app' and 'AI development cleanup'

    Why:

    CURRENT
    Cross-platform desktop application for cleaning development artifacts, managing local developer tools, and checking common environment issues.
    COPY-PASTE FIX
    Dev Janitor is a cross-platform desktop application designed specifically for developers to clean up accumulated development artifacts, manage local developer tools, and resolve common environment issues. It uniquely focuses on detecting and safely removing ephemeral leftovers from AI coding tools and chat histories without impacting active project configurations.
  • mediumtopics#3
    Add more specific topics to highlight AI-focused cleanup and desktop app nature

    Why:

    CURRENT
    ai-tools, cleanup, desktop-app, developer-tools, react, rust, tauri
    COPY-PASTE FIX
    ai-tools, cleanup, desktop-app, developer-tools, react, rust, tauri, ai-cleanup, dev-environment-cleaner, code-assistant-cleanup, development-hygiene

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 cocojojo5213/Dev-Janitor
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Git Clean
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Git Clean · recommended 1×
  2. Makefiles · recommended 1×
  3. CMake · recommended 1×
  4. npm-cache-clean · recommended 1×
  5. npm cache clean · recommended 1×
  • CATEGORY QUERY
    How can I automatically clean up temporary files and caches from my development projects?
    you: not recommended
    AI recommended (in order):
    1. Git Clean
    2. Makefiles
    3. CMake
    4. npm-cache-clean
    5. npm cache clean
    6. Gradle Clean
    7. Maven Clean
    8. pre-commit framework (pre-commit/pre-commit)
    9. Custom Shell Scripts

    AI recommended 9 alternatives but never named cocojojo5213/Dev-Janitor. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to remove accumulated AI assistant chat history and temporary files from projects?
    you: not recommended
    AI recommended (in order):
    1. BleachBit (bleachbit/bleachbit)
    2. CCleaner
    3. PrivaZer
    4. Disk Cleanup
    5. O&O ShutUp10++
    6. ChatGPT
    7. Google Bard
    8. Microsoft Copilot
    9. Chrome
    10. Firefox

    AI recommended 10 alternatives but never named cocojojo5213/Dev-Janitor. 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 cocojojo5213/Dev-Janitor?
    pass
    AI named cocojojo5213/Dev-Janitor explicitly

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

  • If a team adopts cocojojo5213/Dev-Janitor in production, what risks or prerequisites should they evaluate first?
    pass
    AI named cocojojo5213/Dev-Janitor 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 cocojojo5213/Dev-Janitor solve, and who is the primary audience?
    pass
    AI named cocojojo5213/Dev-Janitor 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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MARKDOWN (README)
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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
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cocojojo5213/Dev-Janitor — RepoGEO report