RRepoGEO

REPOGEO REPORT · LITE

metavoiceio/metavoice-src

Default branch main · commit de3fa211 · scanned 5/16/2026, 6:17:45 PM

GitHub: 4,197 stars · 693 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
33 /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
2 / 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 metavoiceio/metavoice-src, 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 open-source and commercial usability

    Why:

    CURRENT
    MetaVoice-1B is a 1.2B parameter base model trained on 100K hours of speech for TTS (text-to-speech). It has been built with the following priorities:
    COPY-PASTE FIX
    MetaVoice-1B is a 1.2B parameter foundational model for human-like, expressive Text-to-Speech (TTS), released under the Apache 2.0 license for **unrestricted commercial and research use**. Built for developers and researchers, it offers emotional speech rhythm, zero-shot voice cloning, and cross-lingual finetuning capabilities.
  • mediumcomparison#2
    Add a 'Why MetaVoice-1B?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## Why MetaVoice-1B? (Open-Source & Commercially Usable)
    
    Unlike proprietary cloud services (e.g., ElevenLabs, AWS Polly) or research-only models, MetaVoice-1B is an Apache 2.0 licensed foundational model designed for unrestricted commercial and research use. It offers competitive expressiveness and zero-shot cloning capabilities, providing a powerful self-hostable alternative to leading TTS solutions.
  • lowexamples#3
    Add explicit use cases or application examples to the README

    Why:

    COPY-PASTE FIX
    ## Use Cases & Applications
    
    MetaVoice-1B empowers developers and researchers to build a wide range of voice AI applications, including:
    
    *   **Dynamic Voiceovers:** Generate expressive speech for podcasts, audiobooks, and video content.
    *   **Custom Voice Assistants:** Create unique, branded voices for conversational AI.
    *   **Personalized Audio:** Deliver tailored audio messages and notifications.
    *   **Voice Prototyping:** Rapidly experiment with new voice AI concepts and features.

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 metavoiceio/metavoice-src
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. AWS Polly · recommended 1×
  3. Google Cloud Text-to-Speech · recommended 1×
  4. Azure AI Speech · recommended 1×
  5. Descript · recommended 1×
  • CATEGORY QUERY
    How can I generate expressive, human-like text-to-speech with emotional tone?
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. AWS Polly
    3. Google Cloud Text-to-Speech
    4. Azure AI Speech
    5. Descript
    6. WellSaid Labs
    7. Resemble.ai

    AI recommended 7 alternatives but never named metavoiceio/metavoice-src. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are robust deep learning models for zero-shot voice cloning from audio samples?
    you: not recommended
    AI recommended (in order):
    1. VALL-E X
    2. Meta Voice (Voicebox)
    3. YourTTS (coqui-ai/TTS)
    4. Tortoise-TTS (neonbjb/tortoise-tts)
    5. Style-TTS 2 (yl4579/StyleTTS2)
    6. OpenVoice (myshell-ai/OpenVoice)

    AI recommended 6 alternatives but never named metavoiceio/metavoice-src. 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 metavoiceio/metavoice-src?
    pass
    AI did not name metavoiceio/metavoice-src — 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 metavoiceio/metavoice-src in production, what risks or prerequisites should they evaluate first?
    pass
    AI named metavoiceio/metavoice-src 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 metavoiceio/metavoice-src solve, and who is the primary audience?
    pass
    AI named metavoiceio/metavoice-src explicitly

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

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metavoiceio/metavoice-src — 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