RRepoGEO

REPOGEO REPORT · LITE

Macoron/whisper.unity

Default branch master · commit 529a628a · scanned 6/15/2026, 11:16:58 AM

GitHub: 734 stars · 179 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 Macoron/whisper.unity, 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
    Strengthen README's opening problem-solution statement for Unity developers

    Why:

    CURRENT
    This is Unity3d bindings for the whisper.cpp. It provides high-performance inference of OpenAI's Whisper automatic speech recognition (ASR) model running on your local machine.
    COPY-PASTE FIX
    Integrate high-performance, multilingual, and *offline* speech-to-text into your Unity3D games and applications with `whisper.unity`. This package provides robust Unity3D bindings for `whisper.cpp`, enabling OpenAI's Whisper ASR model to run directly on your local machine or user's device.
  • mediumhomepage#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/Macoron/whisper.unity
  • lowreadme#3
    Format feature and platform lists as proper markdown bullet points

    Why:

    CURRENT
    **Main features:Multilingual, supports around 60 languages
- Can translate one language to another (e.g. German speech to English text)
- Different models sizes offering speed and accuracy tradeoffs
- Runs on local users device without Internet connection
- Free and open source, can be used in commercial projects

**Supported platforms:[x] Windows (x86_64, [optional Vulkan](#gpu-acceleration))
- [x] MacOS (Intel and ARM, [optional Metal](#gpu-acceleration))
- [x] Linux (x86_64, [optional Vulkan](#gpu-acceleration))
- [x] iOS (Device and Simulator, [optional Metal](#gpu-acceleration))
- [x] Android (ARM64)
- [ ] WebGL (see this issue)
- [x] VisionOS
    COPY-PASTE FIX
    **Main features:**
- Multilingual, supports around 60 languages
- Can translate one language to another (e.g. German speech to English text)
- Different models sizes offering speed and accuracy tradeoffs
- Runs on local users device without Internet connection
- Free and open source, can be used in commercial projects

**Supported platforms:**
- [x] Windows (x86_64, [optional Vulkan](#gpu-acceleration))
- [x] MacOS (Intel and ARM, [optional Metal](#gpu-acceleration))
- [x] Linux (x86_64, [optional Vulkan](#gpu-acceleration))
- [x] iOS (Device and Simulator, [optional Metal](#gpu-acceleration))
- [x] Android (ARM64)
- [ ] WebGL (see this issue)
- [x] VisionOS

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 Macoron/whisper.unity
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Vosk API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Vosk API · recommended 1×
  2. Picovoice Rhino Speech-to-Intent Engine · recommended 1×
  3. Microsoft Cognitive Services Speech SDK · recommended 1×
  4. OpenAI Whisper · recommended 1×
  5. PocketSphinx · recommended 1×
  • CATEGORY QUERY
    How to integrate offline speech recognition into a Unity game or application?
    you: not recommended
    AI recommended (in order):
    1. Vosk API
    2. Picovoice Rhino Speech-to-Intent Engine
    3. Microsoft Cognitive Services Speech SDK
    4. OpenAI Whisper
    5. PocketSphinx

    AI recommended 5 alternatives but never named Macoron/whisper.unity. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best high-performance multilingual speech-to-text libraries for C# Unity?
    you: not recommended
    AI recommended (in order):
    1. Azure Cognitive Services Speech SDK
    2. Google Cloud Speech-to-Text API
    3. Amazon Transcribe
    4. AssemblyAI
    5. Deepgram
    6. Wit.ai
    7. Vosk

    AI recommended 7 alternatives but never named Macoron/whisper.unity. 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 Macoron/whisper.unity?
    pass
    AI named Macoron/whisper.unity explicitly

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

  • If a team adopts Macoron/whisper.unity in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Macoron/whisper.unity 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 Macoron/whisper.unity solve, and who is the primary audience?
    pass
    AI named Macoron/whisper.unity explicitly

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

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Macoron/whisper.unity — RepoGEO report