RRepoGEO

REPOGEO REPORT · LITE

debpalash/OmniVoice-Studio

Default branch main · commit b34dcd9e · scanned 5/22/2026, 2:51:17 AM

GitHub: 3,818 stars · 565 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 the README H3 to emphasize "desktop app" and "GUI"

    Why:

    CURRENT
    <h3>The open-source ElevenLabs alternative.</h3>
    COPY-PASTE FIX
    <h3>The open-source ElevenLabs alternative: a local desktop app with a GUI.</h3>
  • mediumtopics#2
    Add specific topics to highlight its desktop application nature

    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, cross-platform
  • lowreadme#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Add a section to the README, perhaps under 'Why OmniVoice Studio?' or a new 'License' section, stating: 'OmniVoice Studio is distributed under [mention the specific license(s) or terms found in your LICENSE file]. Please refer to the LICENSE file for full details.'

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
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. OpenVoice · recommended 1×
  5. Bark · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source desktop application for local voice cloning and text-to-speech generation.
    you: not recommended
    AI recommended (in order):
    1. Mycroft Mimic 3
    2. Mozilla TTS
    3. Coqui TTS
    4. OpenVoice
    5. Bark
    6. Tacotron 2
    7. WaveNet

    AI recommended 7 alternatives but never named debpalash/OmniVoice-Studio. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best self-hosted tools for real-time dictation and video dubbing without API keys?
    you: not recommended
    AI recommended (in order):
    1. Whisper (OpenAI's Whisper) (openai/whisper)
    2. Coqui TTS (formerly Mozilla TTS) (coqui-ai/TTS)
    3. ESPnet (espnet/espnet)
    4. Bark (Suno AI) (suno-ai/bark)
    5. Vosk (Alpha Cephei) (alphacep/vosk-api)
    6. Kaldi (kaldi-asr/kaldi)
    7. Rhasspy (rhasspy/rhasspy)
    8. Pocketsphinx (cmusphinx/pocketsphinx)
    9. Mimic 3 (MycroftAI/mimic3)
    10. eSpeak (espeak-ng/espeak-ng)
    11. FFmpeg (FFmpeg/FFmpeg)
    12. OpenNMT (OpenNMT/OpenNMT-py)
    13. MarianMT (marian-nmt/marian)
    14. Helsinki-NLP/Opus-MT (Helsinki-NLP/Opus-MT)

    AI recommended 14 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