RRepoGEO

REPOGEO REPORT · LITE

Plachtaa/VALL-E-X

Default branch master · commit 3faaf8cc · scanned 5/28/2026, 6:52:58 PM

GitHub: 7,942 stars · 778 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 Plachtaa/VALL-E-X, 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 the README opening to emphasize open-source, zero-shot, and multilingual capabilities

    Why:

    CURRENT
    An open source implementation of Microsoft's VALL-E X zero-shot TTS model.
    COPY-PASTE FIX
    VALL-E X is the leading open-source implementation of Microsoft's VALL-E X zero-shot TTS model, providing advanced multilingual text-to-speech synthesis and voice cloning. It offers a powerful, self-hostable alternative to commercial TTS APIs and older open-source frameworks.
  • hightopics#2
    Add more specific topics to improve categorization

    Why:

    CURRENT
    emotional-speech, gpt, text-to-speech, transformer-architecture, tts, vall-e, voice-clone
    COPY-PASTE FIX
    emotional-speech, text-to-speech, tts, vall-e, voice-clone, zero-shot-tts, multilingual-tts, speech-synthesis, open-source-ai, deep-learning, neural-networks, transformer-architecture
  • mediumhomepage#3
    Fill the missing homepage field with the existing demo link

    Why:

    COPY-PASTE FIX
    https://plachtaa.github.io/vallex/

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 Plachtaa/VALL-E-X
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Mycroft Mimic 3
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Mycroft Mimic 3 · recommended 1×
  2. Mozilla TTS · recommended 1×
  3. Coqui TTS · recommended 1×
  4. ESPnet · recommended 1×
  5. Tacotron 2 / WaveNet · recommended 1×
  • CATEGORY QUERY
    What open-source tools can I use for zero-shot voice cloning and speech generation?
    you: not recommended
    AI recommended (in order):
    1. Mycroft Mimic 3
    2. Mozilla TTS
    3. Coqui TTS
    4. ESPnet
    5. Tacotron 2 / WaveNet
    6. OpenVINO

    AI recommended 6 alternatives but never named Plachtaa/VALL-E-X. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a text-to-speech solution offering multilingual support and emotional voice synthesis.
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. Google Cloud Text-to-Speech
    3. Amazon Polly
    4. Microsoft Azure AI Speech
    5. Resemble AI
    6. WellSaid Labs

    AI recommended 6 alternatives but never named Plachtaa/VALL-E-X. 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 Plachtaa/VALL-E-X?
    pass
    AI named Plachtaa/VALL-E-X explicitly

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

  • If a team adopts Plachtaa/VALL-E-X in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Plachtaa/VALL-E-X 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 Plachtaa/VALL-E-X solve, and who is the primary audience?
    pass
    AI named Plachtaa/VALL-E-X 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 Plachtaa/VALL-E-X. 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)
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HTML
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Plachtaa/VALL-E-X — 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