RRepoGEO

REPOGEO REPORT · LITE

NVIDIA/personaplex

Default branch main · commit 3428dfd9 · scanned 5/24/2026, 8:18:33 PM

GitHub: 9,901 stars · 1,391 forks

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 NVIDIA/personaplex, 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
    conversational-ai, speech-to-speech, full-duplex, persona-control, voice-control, real-time-ai, large-language-model, llm, nvidia
  • highreadme#2
    Reposition the README's opening paragraph to clarify its unique category

    Why:

    CURRENT
    # PersonaPlex: Voice and Role Control for Full Duplex Conversational Speech Models

PersonaPlex is a real-time, full-duplex speech-to-speech conversational model that enables persona control through text-based role prompts and audio-based voice conditioning.
    COPY-PASTE FIX
    # PersonaPlex: A Real-time, Full-Duplex Conversational AI Model with Voice and Role Control

PersonaPlex is a cutting-edge, real-time, full-duplex speech-to-speech conversational AI model. Unlike generic speech APIs or LLM frameworks, PersonaPlex specifically enables fine-grained persona control through text-based role prompts and audio-based voice conditioning, making it ideal for highly interactive and personalized AI agents.
  • mediumhomepage#3
    Add the official project homepage URL

    Why:

    COPY-PASTE FIX
    https://research.nvidia.com/labs/adlr/personaplex/

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 NVIDIA/personaplex
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ElevenLabs
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ElevenLabs · recommended 2×
  2. OpenAI API · recommended 1×
  3. Google Cloud AI · recommended 1×
  4. LangChain · recommended 1×
  5. Azure AI Services · recommended 1×
  • CATEGORY QUERY
    How can I build a real-time conversational AI with controllable persona and voice?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Google Cloud AI
    3. ElevenLabs
    4. LangChain
    5. Azure AI Services
    6. Rasa

    AI recommended 6 alternatives but never named NVIDIA/personaplex. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools enable full-duplex speech interaction with dynamic role and voice control?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Speech-to-Text
    2. Google Cloud Text-to-Speech
    3. Dialogflow
    4. AWS Transcribe
    5. AWS Polly
    6. Amazon Lex
    7. Azure Cognitive Services Speech-to-Text
    8. Azure Cognitive Services Text-to-Speech
    9. Azure Bot Service
    10. Language Understanding (LUIS)
    11. Deepgram
    12. ElevenLabs
    13. Rasa (RasaHQ/rasa)
    14. spaCy (explosion/spaCy)
    15. NLTK (nltk/nltk)
    16. AssemblyAI
    17. Play.ht

    AI recommended 17 alternatives but never named NVIDIA/personaplex. 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 NVIDIA/personaplex?
    pass
    AI named NVIDIA/personaplex explicitly

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

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

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

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NVIDIA/personaplex — 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