RRepoGEO

REPOGEO REPORT · LITE

ysharma3501/LuxTTS

Default branch master · commit 381b1609 · scanned 5/11/2026, 2:43:04 AM

GitHub: 3,876 stars · 506 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 ysharma3501/LuxTTS, 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
    text-to-speech, tts, voice-cloning, speech-synthesis, deep-learning, ai-model, realtime, gpu-inference, audio-generation, machine-learning
  • mediumreadme#2
    Refine the README's opening sentence for keyword density

    Why:

    CURRENT
    LuxTTS is an lightweight zipvoice based text-to-speech model designed for high quality voice cloning and realistic generation at speeds exceeding 150x realtime.
    COPY-PASTE FIX
    LuxTTS is a lightweight, high-quality text-to-speech (TTS) and voice cloning model, built on zipvoice, designed for realistic speech generation at speeds exceeding 150x realtime, even on local GPUs.
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://huggingface.co/YatharthS/LuxTTS

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 ysharma3501/LuxTTS
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. Meta Voicebox · recommended 1×
  3. Resemble.ai · recommended 1×
  4. Play.ht · recommended 1×
  5. coqui-ai/TTS · recommended 1×
  • CATEGORY QUERY
    Need a fast voice cloning model for high-quality speech generation.
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs Prime Voice AI
    2. Meta Voicebox
    3. Resemble.ai
    4. Play.ht
    5. Coqui XTTS v2 (coqui-ai/TTS)
    6. Google Cloud Text-to-Speech (Custom Voice)

    AI recommended 6 alternatives but never named ysharma3501/LuxTTS. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are efficient text-to-speech solutions for clear audio on local GPUs?
    you: not recommended
    AI recommended (in order):
    1. NVIDIA Riva
    2. Coqui TTS
    3. ESPnet
    4. OpenVINO
    5. PyTorch
    6. TensorFlow

    AI recommended 6 alternatives but never named ysharma3501/LuxTTS. 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 ysharma3501/LuxTTS?
    pass
    AI named ysharma3501/LuxTTS explicitly

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

  • If a team adopts ysharma3501/LuxTTS in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ysharma3501/LuxTTS 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 ysharma3501/LuxTTS solve, and who is the primary audience?
    pass
    AI named ysharma3501/LuxTTS explicitly

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

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ysharma3501/LuxTTS — 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