RRepoGEO

REPOGEO REPORT · LITE

Shaunwei/RealChar

Default branch main · commit bd452d7a · scanned 5/19/2026, 11:21:59 PM

GitHub: 6,208 stars · 777 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 Shaunwei/RealChar, 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
  • hightopics#1
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-character, real-time-ai, conversational-ai, llm, speech-to-text, text-to-speech, voice-ai, ai-companion, open-source, self-hosted, full-stack
  • mediumreadme#2
    Strengthen README's opening to emphasize "all-in-one" and "self-hostable"

    Why:

    CURRENT
    # RealChar. - Your Realtime AI Character
<br/>
<div align="center">
    
</div>
<br/>
<p align="center">
  🎙️🤖_Create, customize and talk to your AI Character/Companion in realtime_🎙️🤖
</p>
    COPY-PASTE FIX
    # RealChar. - Your Realtime AI Character Platform

🎙️🤖 Create, customize, and talk to your AI Character/Companion in realtime, all within one self-hostable codebase. Have natural, seamless conversations with AI everywhere (mobile, web, and terminal) using integrated LLMs, Speech2Text, and Text2Speech.🎙️🤖
  • lowreadme#3
    Add a "Why RealChar?" or "Comparison" section to differentiate from cloud services

    Why:

    COPY-PASTE FIX
    ## Why RealChar? Differentiating from Cloud Services and APIs

Unlike generic LLM APIs or cloud-based speech services (like Google Cloud Dialogflow CX or Azure AI Speech), RealChar provides a complete, open-source, and self-hostable platform to build, customize, and interact with real-time AI characters. We integrate all necessary components—LLMs, Speech2Text, Text2Speech, and vector databases—into a single codebase, giving you full control and flexibility without vendor lock-in.

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 Shaunwei/RealChar
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Cloud Dialogflow CX
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Cloud Dialogflow CX · recommended 2×
  2. Google Cloud Speech-to-Text · recommended 2×
  3. Google Cloud Text-to-Speech · recommended 2×
  4. Azure AI Speech · recommended 2×
  5. Azure OpenAI Service · recommended 2×
  • CATEGORY QUERY
    How to build a custom AI character for real-time voice conversations across platforms?
    you: not recommended
    AI recommended (in order):
    1. NVIDIA Riva
    2. Llama 3
    3. Mistral
    4. GPT-3.5/4 (OpenAI)
    5. FastAPI
    6. Node.js
    7. Express
    8. React Native
    9. Flutter
    10. Unity
    11. OpenAI Whisper API
    12. OpenAI TTS API
    13. Flask
    14. Google Cloud Dialogflow CX
    15. Google Cloud Speech-to-Text
    16. Google Cloud Text-to-Speech
    17. Azure AI Speech
    18. Azure OpenAI Service
    19. Azure Bot Service
    20. Xamarin
    21. ElevenLabs
    22. AssemblyAI
    23. Deepgram
    24. Hugging Face Transformers
    25. espnet
    26. Mozilla Common Voice
    27. Coqui TTS

    AI recommended 27 alternatives but never named Shaunwei/RealChar. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools are available for building a real-time conversational AI agent with speech and LLM?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Dialogflow CX
    2. Google Cloud Text-to-Speech
    3. Google Cloud Speech-to-Text
    4. Vertex AI
    5. Azure AI Speech
    6. Azure OpenAI Service
    7. Azure Bot Service
    8. AWS Lex V2
    9. Amazon Polly
    10. Amazon Transcribe
    11. Amazon Bedrock
    12. Amazon SageMaker
    13. OpenAI API
    14. ElevenLabs
    15. AssemblyAI
    16. Rasa Open Source
    17. Deepgram
    18. Hugging Face models
    19. Cohere

    AI recommended 19 alternatives but never named Shaunwei/RealChar. 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 Shaunwei/RealChar?
    pass
    AI named Shaunwei/RealChar explicitly

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

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

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/Shaunwei/RealChar.svg)](https://repogeo.com/en/r/Shaunwei/RealChar)
HTML
<a href="https://repogeo.com/en/r/Shaunwei/RealChar"><img src="https://repogeo.com/badge/Shaunwei/RealChar.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

Shaunwei/RealChar — 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