RRepoGEO

REPOGEO REPORT · LITE

openai/realtime-voice-component

Default branch main · commit 332285bf · scanned 6/8/2026, 10:31:55 AM

GitHub: 873 stars · 108 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 openai/realtime-voice-component, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Add a concise 'About' description for better AI categorization

    Why:

    COPY-PASTE FIX
    React component for building real-time voice-driven UIs with OpenAI Realtime, designed for browser applications with app-owned, tool-constrained assistants.
  • mediumreadme#2
    Update the README H1 to be more specific about the project's core technology and purpose

    Why:

    CURRENT
    # realtime-voice-component
    COPY-PASTE FIX
    # React/Browser Voice Controls for OpenAI Realtime UIs

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 openai/realtime-voice-component
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Web Speech API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Web Speech API · recommended 2×
  2. react-speech-recognition · recommended 1×
  3. AssemblyAI · recommended 1×
  4. Deepgram · recommended 1×
  5. Vosk · recommended 1×
  • CATEGORY QUERY
    How to integrate voice commands into a React browser application?
    you: not recommended
    AI recommended (in order):
    1. Web Speech API
    2. react-speech-recognition
    3. AssemblyAI
    4. Deepgram
    5. Vosk
    6. Wit.ai

    AI recommended 6 alternatives but never named openai/realtime-voice-component. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good voice UI components for tool-constrained web apps?
    you: not recommended
    AI recommended (in order):
    1. Web Speech API
    2. annyang! (https://github.com/TalAter/annyang)
    3. SpeechRecognition (https://github.com/TalAter/SpeechRecognition)
    4. responsiveVoice.js (https://github.com/responsivevoice/responsivevoice.js)
    5. p5.speech (https://github.com/IDMNYU/p5.speech)
    6. Google Cloud Speech-to-Text API
    7. Amazon Transcribe
    8. Azure Cognitive Services Speech

    AI recommended 8 alternatives but never named openai/realtime-voice-component. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 openai/realtime-voice-component?
    pass
    AI named openai/realtime-voice-component explicitly

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

  • If a team adopts openai/realtime-voice-component in production, what risks or prerequisites should they evaluate first?
    pass
    AI named openai/realtime-voice-component 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 openai/realtime-voice-component solve, and who is the primary audience?
    pass
    AI named openai/realtime-voice-component explicitly

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

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