RRepoGEO

REPOGEO REPORT · LITE

chengsokdara/use-whisper

Default branch main · commit 139a22f4 · scanned 6/3/2026, 3:46:58 AM

GitHub: 786 stars · 140 forks

AI VISIBILITY SCORE
33 /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
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 chengsokdara/use-whisper, 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 the README's opening statement to emphasize unique value

    Why:

    CURRENT
    React Hook for OpenAI Whisper API with speech recorder, real-time transcription and silence removal built-in
    COPY-PASTE FIX
    React Hook for OpenAI Whisper API with speech recorder, real-time transcription and silence removal built-in. Simplify your audio-to-text integration in React with this powerful, all-in-one solution, avoiding complex API setups and external libraries.
  • hightopics#2
    Add more specific topics to improve categorization

    Why:

    CURRENT
    api, hook, openai, react, real-time, whisper
    COPY-PASTE FIX
    api, hook, openai, react, real-time, whisper, speech-to-text, transcription, audio, voice-recognition
  • mediumreadme#3
    Add a 'Why use useWhisper?' or 'Features' section to highlight key benefits

    Why:

    COPY-PASTE FIX
    ### Why use useWhisper?

- **Seamless OpenAI Whisper Integration:** Directly leverage the power of Whisper's advanced speech-to-text capabilities.
- **Real-time Transcription:** Get immediate feedback as users speak.
- **Built-in Speech Recorder:** No need for external audio recording libraries.
- **Silence Removal:** Automatically filters out pauses for cleaner transcripts.
- **React-idiomatic:** Designed as a simple hook for easy integration into any React project.

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 chengsokdara/use-whisper
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Cloud Speech-to-Text API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Cloud Speech-to-Text API · recommended 2×
  2. AssemblyAI · recommended 1×
  3. AWS Transcribe Streaming · recommended 1×
  4. Deepgram · recommended 1×
  5. Microsoft Azure Cognitive Services Speech · recommended 1×
  • CATEGORY QUERY
    How to implement real-time speech transcription in a React application?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Speech-to-Text API
    2. AssemblyAI
    3. AWS Transcribe Streaming
    4. Deepgram
    5. Microsoft Azure Cognitive Services Speech
    6. Vosk
    7. Web Speech API

    AI recommended 7 alternatives but never named chengsokdara/use-whisper. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What is a good React hook for voice recording and AI-powered text conversion?
    you: not recommended
    AI recommended (in order):
    1. react-speech-recognition
    2. Google Cloud Speech-to-Text API
    3. react-media-recorder
    4. AssemblyAI API
    5. use-sound
    6. AWS Transcribe
    7. react-voice-recorder
    8. Deepgram API
    9. SpeechRecognition API

    AI recommended 9 alternatives but never named chengsokdara/use-whisper. 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 chengsokdara/use-whisper?
    pass
    AI named chengsokdara/use-whisper explicitly

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

  • If a team adopts chengsokdara/use-whisper in production, what risks or prerequisites should they evaluate first?
    pass
    AI named chengsokdara/use-whisper 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 chengsokdara/use-whisper solve, and who is the primary audience?
    pass
    AI did not name chengsokdara/use-whisper — 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?

Embed your GEO score

Drop this badge into the README of chengsokdara/use-whisper. 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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chengsokdara/use-whisper — 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