RRepoGEO

REPOGEO REPORT · LITE

SpeechifyInc/Meta-voicebox

Default branch main · commit 0e398637 · scanned 6/4/2026, 11:43:13 AM

GitHub: 593 stars · 32 forks

AI VISIBILITY SCORE
28 /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
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 SpeechifyInc/Meta-voicebox, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Clarify repo status and purpose in README opening

    Why:

    CURRENT
    # **Voicebox - PyTorch**

Implementation of **Voicebox**: Text-Guided Multilingual Universal Speech Generation at Scale. The first generative AI model for speech to generalize across tasks with state-of-the-art performance.
    COPY-PASTE FIX
    # **Voicebox - PyTorch (Research Implementation)**

This repository provides a research implementation of **Voicebox**, Meta's generative AI model for speech. Please note: Voicebox is not publicly available, and we are not releasing the model or code at this time. This repository is for informational purposes only.
  • mediumhomepage#2
    Add a homepage link to the original research paper

    Why:

    COPY-PASTE FIX
    https://arxiv.org/abs/2307.05204

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 SpeechifyInc/Meta-voicebox
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ElevenLabs Prime Voice AI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ElevenLabs Prime Voice AI · recommended 1×
  2. Google Cloud Text-to-Speech · recommended 1×
  3. Microsoft Azure AI Speech · recommended 1×
  4. Meta Voicebox · recommended 1×
  5. Amazon Polly · recommended 1×
  • CATEGORY QUERY
    What generative AI models can perform text-guided speech synthesis and editing tasks?
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs Prime Voice AI
    2. Google Cloud Text-to-Speech
    3. Microsoft Azure AI Speech
    4. Meta Voicebox
    5. Amazon Polly
    6. OpenAI TTS

    AI recommended 6 alternatives but never named SpeechifyInc/Meta-voicebox. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a versatile speech generation model for zero-shot TTS and style transfer across languages.
    you: not recommended
    AI recommended (in order):
    1. VALL-E X
    2. Meta Voice
    3. YourTTS
    4. XTTS (coqui-ai/TTS)
    5. StyleTTS 2
    6. Parler-TTS

    AI recommended 6 alternatives but never named SpeechifyInc/Meta-voicebox. 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 SpeechifyInc/Meta-voicebox?
    pass
    AI named SpeechifyInc/Meta-voicebox explicitly

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

  • If a team adopts SpeechifyInc/Meta-voicebox in production, what risks or prerequisites should they evaluate first?
    pass
    AI named SpeechifyInc/Meta-voicebox 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 SpeechifyInc/Meta-voicebox solve, and who is the primary audience?
    pass
    AI did not name SpeechifyInc/Meta-voicebox — 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?

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  • Brand-free category queries5 vs 2 in Lite
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