RRepoGEO

REPOGEO REPORT · LITE

mushan0x0/AI0x0.com

Default branch master · commit 7d462eab · scanned 5/24/2026, 9:57:27 AM

GitHub: 3,950 stars · 411 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 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 mushan0x0/AI0x0.com, 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
  • hightopics#1
    Add descriptive topics for better categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-assistant, desktop-app, multimodal-ai, real-time-transcription, windows, macos, productivity-tool, ai-productivity, floating-assistant
  • highlicense#2
    Add a LICENSE file to clarify usage terms

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a LICENSE file in the root directory with the chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumreadme#3
    Strengthen README's opening sentence for AI understanding

    Why:

    CURRENT
    一个多模态多模型通用型的全能 AI 查询生成桌面悬浮助手应用，支持 MacOS 和 Windows，可在任意桌面软件使用 AI 能力。
    COPY-PASTE FIX
    AI 0x0 是一个强大的桌面AI助手应用，专为MacOS和Windows设计，提供多模态、多模型AI能力，如实时字幕、文本生成、图片处理等，可在任意桌面软件中无缝集成，显著提升您的工作效率。

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 mushan0x0/AI0x0.com
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT Desktop App
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT Desktop App · recommended 1×
  2. Chatbox · recommended 1×
  3. BetterChatGPT · recommended 1×
  4. Raycast · recommended 1×
  5. Microsoft Copilot · recommended 1×
  • CATEGORY QUERY
    How can I integrate a versatile AI assistant directly into my desktop workflow for various tasks?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT Desktop App
    2. Chatbox
    3. BetterChatGPT
    4. Raycast
    5. Microsoft Copilot
    6. DALL-E 3
    7. Text Blaze
    8. Alfred
    9. Obsidian
    10. Smart Connections
    11. Text Generator
    12. Obsidian Bionic Reading

    AI recommended 12 alternatives but never named mushan0x0/AI0x0.com. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Which desktop AI tools offer real-time audio transcription and translation across applications?
    you: not recommended
    AI recommended (in order):
    1. DeepL
    2. Google Translate
    3. ImTranslator
    4. GTrans
    5. Whisper Desktop
    6. Whisper Live
    7. SayHi Translate
    8. BlueStacks
    9. NoxPlayer
    10. OBS Studio
    11. Google Cloud Speech-to-Text
    12. Azure Cognitive Services

    AI recommended 12 alternatives but never named mushan0x0/AI0x0.com. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • 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 mushan0x0/AI0x0.com?
    pass
    AI did not name mushan0x0/AI0x0.com — 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 mushan0x0/AI0x0.com in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mushan0x0/AI0x0.com 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 mushan0x0/AI0x0.com solve, and who is the primary audience?
    pass
    AI named mushan0x0/AI0x0.com 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 mushan0x0/AI0x0.com. 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/mushan0x0/AI0x0.com.svg)](https://repogeo.com/en/r/mushan0x0/AI0x0.com)
HTML
<a href="https://repogeo.com/en/r/mushan0x0/AI0x0.com"><img src="https://repogeo.com/badge/mushan0x0/AI0x0.com.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

mushan0x0/AI0x0.com — 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