RRepoGEO

REPOGEO REPORT · LITE

HG-ha/MTools

Default branch main · commit a648d923 · scanned 5/31/2026, 2:16:43 AM

GitHub: 1,155 stars · 104 forks

AI VISIBILITY SCORE
35 /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
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 HG-ha/MTools, 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 README H1 and subtitle to clearly state it's a multi-functional AI desktop application

    Why:

    CURRENT
    # MTools
一款功能强大、界面精美的现代化桌面工具集
    COPY-PASTE FIX
    # MTools: AI增强的多功能桌面工具集
一款功能强大、界面精美的现代化桌面应用程序，集成了音视频处理、图片编辑、文本操作和编码工具，内置AI增强功能，旨在简化您的工作流程，提升生产效率。
  • mediumhomepage#2
    Add a homepage URL to the repository settings

    Why:

    COPY-PASTE FIX
    https://github.com/HG-ha/MTools
  • mediumtopics#3
    Expand repository topics to include broader categories like 'desktop-app', 'utility', and 'multimedia-editor'

    Why:

    CURRENT
    ai, funasr, ppocr, speech, tools, voice, whisper
    COPY-PASTE FIX
    ai, funasr, ppocr, speech, tools, voice, whisper, desktop-app, utility, multimedia-editor, image-editor, video-editor, audio-editor, text-editor, cross-platform

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 HG-ha/MTools
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Adobe Creative Cloud
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Adobe Creative Cloud · recommended 1×
  2. DaVinci Resolve Studio · recommended 1×
  3. CapCut · recommended 1×
  4. Descript · recommended 1×
  5. Canva · recommended 1×
  • CATEGORY QUERY
    What desktop application combines audio/video, image, and text editing with AI features?
    you: not recommended
    AI recommended (in order):
    1. Adobe Creative Cloud
    2. DaVinci Resolve Studio
    3. CapCut
    4. Descript
    5. Canva

    AI recommended 5 alternatives but never named HG-ha/MTools. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a cross-platform desktop utility with AI for speech, voice, and text processing.
    you: not recommended
    AI recommended (in order):
    1. OpenAI Whisper
    2. GPT-4
    3. GPT-3.5 Turbo
    4. Electron
    5. PyQt
    6. Kivy
    7. Tauri
    8. Deepgram
    9. AssemblyAI
    10. Google Cloud Speech-to-Text
    11. Google Cloud Natural Language API
    12. Microsoft Azure Cognitive Services Speech Service
    13. Microsoft Azure Cognitive Services Language Service
    14. Mozilla DeepSpeech
    15. Coqui STT
    16. spaCy
    17. NLTK
    18. Dragon NaturallySpeaking

    AI recommended 18 alternatives but never named HG-ha/MTools. 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 HG-ha/MTools?
    pass
    AI named HG-ha/MTools explicitly

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

  • If a team adopts HG-ha/MTools in production, what risks or prerequisites should they evaluate first?
    pass
    AI named HG-ha/MTools 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 HG-ha/MTools solve, and who is the primary audience?
    pass
    AI named HG-ha/MTools 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 HG-ha/MTools. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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HG-ha/MTools — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite