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

Of all named tools, what % are you?

Top rival

Git Clean

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Git Clean · recommended 1×
Makefiles · recommended 1×
CMake · recommended 1×
npm-cache-clean · recommended 1×
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

Drop this badge into the README of cocojojo5213/Dev-Janitor. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/cocojojo5213/Dev-Janitor.svg)](https://repogeo.com/en/r/cocojojo5213/Dev-Janitor)

HTML

<a href="https://repogeo.com/en/r/cocojojo5213/Dev-Janitor"><img src="https://repogeo.com/badge/cocojojo5213/Dev-Janitor.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

cocojojo5213/Dev-Janitor — 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