RRepoGEO

REPOGEO REPORT · LITE

debpalash/OmniVoice-Studio

Default branch main · commit b8e219e7 · scanned 6/21/2026, 2:56:31 AM

GitHub: 7,344 stars · 1,127 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)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
40 /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
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 debpalash/OmniVoice-Studio, 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 H1/H2 to emphasize "Desktop App" and "Unified"

    Why:

    CURRENT
    <h1>OmniVoice Studio</h1>
<h3>The open-source ElevenLabs alternative.</h3>
<p>Real-time dictation, zero-shot voice cloning, and cinematic video dubbing — all on your desktop.<br/>Open-source, no API keys, fully local. <b>646 languages.</b></p>
    COPY-PASTE FIX
    <h1>OmniVoice Studio: The Open-Source Desktop App for Voice AI</h1>
<h3>Your local ElevenLabs alternative for voice cloning, dubbing, and dictation.</h3>
  • mediumtopics#2
    Add topics emphasizing "desktop app" and "unified suite"

    Why:

    CURRENT
    asr, dubbing, dubbing-ai, elevenlabs, local-ai, omnivoice, omnivoice-studio, self-hosted, speech-recognition, speech-to-text, text-to-speech, transcription, tts, video-editing, voice-ai, voice-cloning, voice-generation
    COPY-PASTE FIX
    asr, dubbing, dubbing-ai, elevenlabs, local-ai, omnivoice, omnivoice-studio, self-hosted, speech-recognition, speech-to-text, text-to-speech, transcription, tts, video-editing, voice-ai, voice-cloning, voice-generation, desktop-app, gui-application, voice-ai-suite, all-in-one-ai
  • lowreadme#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Add a line in the README, perhaps near the top or in a dedicated section: "OmniVoice Studio is released under a custom open-source license. Please refer to the [LICENSE](LICENSE) file for complete terms and conditions."

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 debpalash/OmniVoice-Studio
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Whisper
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Whisper · recommended 2×
  2. Vosk · recommended 2×
  3. RVC · recommended 1×
  4. Coqui TTS · recommended 1×
  5. VITS · recommended 1×
  • CATEGORY QUERY
    Need a self-hosted desktop application for voice cloning, text-to-speech, and speech-to-text functionality.
    you: not recommended
    AI recommended (in order):
    1. RVC
    2. Whisper
    3. Coqui TTS
    4. VITS
    5. Bark
    6. PyQt
    7. Streamlit
    8. Mozilla Common Voice
    9. DeepSpeech
    10. Tacotron2
    11. WaveGlow
    12. Rhasspy
    13. Kaldi
    14. Vosk
    15. Pocketsphinx
    16. Piper
    17. MaryTTS
    18. eSpeak
    19. Mycroft AI
    20. Mimic 3

    AI recommended 20 alternatives but never named debpalash/OmniVoice-Studio. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source desktop tool offers local video dubbing, real-time dictation, and voice generation?
    you: not recommended
    AI recommended (in order):
    1. Vosk
    2. FFmpeg
    3. Python
    4. moviepy
    5. gTTS
    6. pyttsx3
    7. whisper-ctranscribe
    8. faster-whisper
    9. Audacity
    10. eSpeak NG
    11. Kdenlive
    12. OpenVoice
    13. Whisper

    AI recommended 13 alternatives but never named debpalash/OmniVoice-Studio. 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 debpalash/OmniVoice-Studio?
    pass
    AI named debpalash/OmniVoice-Studio explicitly

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

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

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

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debpalash/OmniVoice-Studio — 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