RRepoGEO

REPOGEO REPORT · LITE

mental-os/Aurora-OS.js

Default branch main · commit 599b454f · scanned 6/3/2026, 2:27:00 PM

GitHub: 699 stars · 94 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 mental-os/Aurora-OS.js, 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
    Reposition the README's opening to clarify its specialized game/simulator framework nature

    Why:

    CURRENT
    Aurora OS.js isn't just a web-based OS. It's a portal. Born from the intersection of digital art and cyberpunk culture, this project reimagines the operating system as an immersive game world. It is a **high-fidelity hacking simulator** built on modern web technologies _(React, Vite, Electron)_, designed to blur the line between utility and gameplay.
    COPY-PASTE FIX
    Aurora OS.js is a specialized framework for building immersive web-based operating system *games* and *hacking simulators*. Unlike general web frameworks (e.g., Next.js, Remix, Vite), Aurora OS.js is purpose-built to reimagine the operating system as an immersive game world. It's a **high-fidelity hacking simulator** built on modern web technologies _(React, Vite, Electron)_, designed to blur the line between utility and gameplay.
  • highabout#2
    Emphasize the 'game' aspect in the repository description

    Why:

    CURRENT
    Aurora OS.js — extensible web OS game and hacking simulator framework for developers and gamers. Virtual OS experience with scripting, apps, terminals & sandboxed gameplay, set in the mental.os() universe.
    COPY-PASTE FIX
    Aurora OS.js: A unique web OS *game* and hacking simulator framework for developers and gamers. Dive into a virtual OS experience with scripting, apps, terminals & sandboxed gameplay, all within the mental.os() universe.
  • mediumreadme#3
    Add a 'Comparison' section to the README to differentiate from general web frameworks

    Why:

    COPY-PASTE FIX
    ## ⚔️ Comparison & What Aurora OS.js Is NOT
    
    Aurora OS.js is a highly specialized framework. While it leverages modern web technologies like React, Vite, and Electron, it is **not** a general-purpose web application framework like Next.js, Remix, or Create React App.
    
    Instead, Aurora OS.js is purpose-built as a dedicated engine for:
    *   Creating immersive web-based operating system *games*.
    *   Developing high-fidelity hacking simulators.
    *   Building interactive virtual desktop environments with deep gameplay mechanics.
    
    If you're looking to build a standard website or a generic web application, tools like Next.js or Remix would be more appropriate. If you're aiming to craft a unique, interactive OS-like game world, you're in the right place.

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 mental-os/Aurora-OS.js
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Next.js
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Next.js · recommended 1×
  2. Remix · recommended 1×
  3. Vite · recommended 1×
  4. Electron · recommended 1×
  5. Create React App · recommended 1×
  • CATEGORY QUERY
    How to build an interactive web-based operating system for a hacking simulation game?
    you: not recommended
    Show full AI answer
  • CATEGORY QUERY
    Framework for creating a desktop-like virtual OS experience using modern web technologies like React?
    you: not recommended
    AI recommended (in order):
    1. Next.js
    2. Remix
    3. Vite
    4. Electron
    5. Create React App
    6. Gatsby
    7. Astro

    AI recommended 7 alternatives but never named mental-os/Aurora-OS.js. 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 mental-os/Aurora-OS.js?
    pass
    AI named mental-os/Aurora-OS.js explicitly

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

  • If a team adopts mental-os/Aurora-OS.js in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mental-os/Aurora-OS.js 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 mental-os/Aurora-OS.js solve, and who is the primary audience?
    pass
    AI named mental-os/Aurora-OS.js explicitly

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

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