RRepoGEO

REPOGEO REPORT · LITE

dsd2077/CyberVerse

Default branch main · commit 5202e786 · scanned 7/1/2026, 4:27:05 PM

GitHub: 1,347 stars · 181 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)

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

AI VISIBILITY SCORE
40 /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
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 dsd2077/CyberVerse, 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
    Reposition README opening to emphasize "platform/framework for building"

    Why:

    CURRENT
    <p align="center"><em>CyberVerse is an open-source <strong>real-time digital-human Agent framework</strong>. It uses WebRTC, persona memory, tools, RAG, and optional digital-human video capabilities to help you build AI agents centered on voice interaction.</em></p>
    COPY-PASTE FIX
    <p align="center"><em>CyberVerse is an open-source <strong>platform and framework for building real-time digital-human agents</strong>. It provides the foundational tools—WebRTC, persona memory, RAG, and optional digital-human video—to help developers create voice-first AI agents.</em></p>
  • mediumreadme#2
    Add a "Who is CyberVerse for?" section to the README

    Why:

    COPY-PASTE FIX
    ## Who is CyberVerse for?
    
    CyberVerse is designed for developers, researchers, and teams looking to build and self-host custom real-time digital human agents. If you need a robust, extensible framework to create voice-first AI agents with advanced features like persona memory, RAG, and optional digital-human video, CyberVerse provides the infrastructure.
  • mediumcomparison#3
    Add a "Comparison to Alternatives" section in README

    Why:

    COPY-PASTE FIX
    ## Comparison to Alternatives
    
    Unlike services such as ElevenLabs or D-ID, CyberVerse is an open-source, self-hostable platform that empowers you to build and own your digital human agents, rather than relying on a third-party API. While it leverages WebRTC technology, CyberVerse is a complete agent framework, offering persona memory, RAG, and tool integration, distinguishing it from raw WebRTC libraries like OpenVidu or Mediasoup which provide only the communication layer.

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 dsd2077/CyberVerse
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ElevenLabs
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ElevenLabs · recommended 1×
  2. D-ID · recommended 1×
  3. OpenAI · recommended 1×
  4. Deepgram · recommended 1×
  5. AssemblyAI · recommended 1×
  • CATEGORY QUERY
    How can I build a real-time voice AI agent with a talking avatar and custom persona?
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. D-ID
    3. OpenAI
    4. Deepgram
    5. AssemblyAI
    6. Synthesia
    7. AWS Polly
    8. AWS Sumerian
    9. AWS Lex
    10. AWS Transcribe
    11. Google Cloud Text-to-Speech
    12. Google Cloud Dialogflow
    13. Three.js
    14. Blender
    15. Google Cloud Speech-to-Text
    16. Azure Cognitive Services Speech
    17. Azure Cognitive Services Language
    18. Azure Bot Service
    19. Unity
    20. Unreal Engine
    21. Node.js
    22. Python
    23. Go

    AI recommended 23 alternatives but never named dsd2077/CyberVerse. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source framework to self-host a digital human agent using WebRTC.
    you: not recommended
    AI recommended (in order):
    1. OpenVidu
    2. Mediasoup
    3. Jitsi Video Bridge (JVB)
    4. Kurento Media Server
    5. Pion WebRTC
    6. SimpleWebRTC
    7. WebRTC.io

    AI recommended 7 alternatives but never named dsd2077/CyberVerse. 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 dsd2077/CyberVerse?
    pass
    AI named dsd2077/CyberVerse explicitly

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

  • If a team adopts dsd2077/CyberVerse in production, what risks or prerequisites should they evaluate first?
    pass
    AI named dsd2077/CyberVerse 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 dsd2077/CyberVerse solve, and who is the primary audience?
    pass
    AI named dsd2077/CyberVerse explicitly

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

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dsd2077/CyberVerse — 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