REPOGEO REPORT · LITE

Shaunwei/RealChar

Default branch main · commit bd452d7a · scanned 7/1/2026, 9:27:30 AM

GitHub: 6,212 stars · 774 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 the repository

Why:

COPY-PASTE FIX

ai-character, ai-companion, realtime-conversation, conversational-ai, llm, gpt, claude, whisper, elevenlabs, speech-to-text, text-to-speech, voice-ai, ai-framework, open-source

highreadme#2

Enhance the README's opening tagline to emphasize "framework"

Why:

CURRENT

🎙️🤖<em>Create, customize and talk to your AI Character/Companion in realtime</em>🎙️🤖

COPY-PASTE FIX

🎙️🤖<em>RealChar is an all-in-one open-source framework to create, customize, and talk to your AI Character/Companion in realtime.</em>🎙️🤖

mediumreadme#3

Add a concise problem statement or target audience section to the README

Why:

COPY-PASTE FIX

## What is RealChar?
RealChar provides a complete, open-source solution for developers, researchers, and creators to build and deploy their own real-time, voice-interactive AI characters. It integrates leading LLMs, speech-to-text, and text-to-speech technologies into a seamless, customizable platform.

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

Of all named tools, what % are you?

Top rival

OpenAI API

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

OpenAI API · recommended 2×
ElevenLabs · recommended 2×
Google Cloud Dialogflow CX · recommended 2×
Google Cloud Text-to-Speech · recommended 2×
Google Cloud Speech-to-Text · recommended 2×

CATEGORY QUERY
How to build a real-time conversational AI character with voice interaction?
you: not recommended
AI recommended (in order):
1. OpenAI API
2. GPT-4
3. GPT-3.5 Turbo
4. OpenAI Whisper API
5. ElevenLabs
6. Google Cloud Dialogflow CX
7. Google Cloud Text-to-Speech
8. Google Cloud Speech-to-Text
9. Amazon Lex
10. Amazon Polly
11. Amazon Transcribe
12. Hugging Face Transformers (huggingface/transformers)
13. Mozilla DeepSpeech (mozilla/DeepSpeech)
14. Coqui TTS (coqui-ai/TTS)
15. Rasa (RasaHQ/rasa)
16. MaryTTS (marytts/marytts)
17. NVIDIA Riva
AI recommended 17 alternatives but never named Shaunwei/RealChar. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools enable creating custom AI companions for seamless voice conversations across platforms?
you: not recommended
AI recommended (in order):
1. OpenAI API
2. Whisper API
3. ElevenLabs
4. Google Cloud Dialogflow CX
5. Google Cloud Text-to-Speech
6. Google Cloud Speech-to-Text
7. Azure Bot Service
8. Azure Cognitive Services Speech
9. Azure Cognitive Services Language
10. Rasa
11. Coqui TTS
12. Vosk
13. DeepSpeech
14. Voiceflow
AI recommended 14 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.

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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

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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