RRepoGEO

REPOGEO REPORT · LITE

google-gemini/live-api-web-console

Default branch main · commit 0a4542fe · scanned 5/27/2026, 5:13:23 PM

GitHub: 2,551 stars · 728 forks

AI VISIBILITY SCORE
27 /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
1 / 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 google-gemini/live-api-web-console, 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
  • highreadme#1
    Reposition README H1 and opening paragraph to emphasize "real-time AI assistant"

    Why:

    CURRENT
    # Live API - Web Console

This repository contains a react-based starter app for using the [Live API](<https://ai.google.dev/gemini-api>) over a websocket. It provides modules for streaming audio playback, recording user media such as from a microphone, webcam or screen capture as well as a unified log view to aid in development of your application.
    COPY-PASTE FIX
    # Live API - Web Console: A Starter App for Real-time AI Assistants

This repository provides a react-based starter app designed to help you quickly build real-time AI assistant web interfaces using the [Gemini Live API](<https://ai.google.dev/gemini-api>) over websockets. It includes pre-built modules for streaming audio, recording user media (microphone, webcam, screen capture), and a unified log view to streamline your AI application development.
  • hightopics#2
    Add more specific topics to improve category visibility

    Why:

    CURRENT
    gemini, gemini-api
    COPY-PASTE FIX
    gemini, gemini-api, real-time-ai, ai-assistant, web-sockets, react, streaming-audio, voice-ai, conversational-ai, starter-kit

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 google-gemini/live-api-web-console
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Web Audio API
Recommended in 5 of 2 queries
COMPETITOR LEADERBOARD
  1. Web Audio API · recommended 5×
  2. React · recommended 3×
  3. react-mic · recommended 2×
  4. Next.js · recommended 2×
  5. facebook/react · recommended 1×
  • CATEGORY QUERY
    How to build a real-time AI assistant web interface with streaming audio?
    you: not recommended
    AI recommended (in order):
    1. React (facebook/react)
    2. react-mic
    3. Web Audio API
    4. Vue.js (vuejs/core)
    5. Svelte (sveltejs/svelte)
    6. Node.js (nodejs/node)
    7. Express.js (expressjs/express)
    8. Fastify (fastify/fastify)
    9. ws (websockets/ws)
    10. socket.io (socketio/socket.io)
    11. Python (python/cpython)
    12. FastAPI (tiangolo/fastapi)
    13. Flask-SocketIO (miguelgrinberg/Flask-SocketIO)
    14. Go (golang/go)
    15. Gorilla WebSocket (gorilla/websocket)
    16. WebSockets
    17. WebRTC
    18. Google Cloud Speech-to-Text
    19. AssemblyAI
    20. Deepgram
    21. OpenAI Whisper (openai/whisper)
    22. OpenAI API
    23. OpenAI GPT-4
    24. GPT-3.5 Turbo
    25. Anthropic Claude 3
    26. Google Gemini
    27. Google AI Studio
    28. Vertex AI
    29. Llama 3
    30. Together.ai
    31. Replicate
    32. Google Cloud Text-to-Speech
    33. ElevenLabs
    34. OpenAI TTS

    AI recommended 34 alternatives but never named google-gemini/live-api-web-console. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a starter kit for building interactive web apps with microphone input and AI.
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Transformers.js
    2. React
    3. Next.js
    4. Web Audio API
    5. react-mic
    6. TensorFlow.js
    7. React
    8. Next.js
    9. Web Audio API
    10. AssemblyAI API
    11. React
    12. Vue
    13. Angular
    14. Web Audio API
    15. Google Cloud Speech-to-Text API
    16. Web Audio API
    17. Vosk.js

    AI recommended 17 alternatives but never named google-gemini/live-api-web-console. 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 google-gemini/live-api-web-console?
    pass
    AI did not name google-gemini/live-api-web-console — 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 google-gemini/live-api-web-console in production, what risks or prerequisites should they evaluate first?
    pass
    AI named google-gemini/live-api-web-console 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 google-gemini/live-api-web-console solve, and who is the primary audience?
    pass
    AI did not name google-gemini/live-api-web-console — 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

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HTML
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Pro

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google-gemini/live-api-web-console — 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