RRepoGEO

REPOGEO REPORT · LITE

Kedreamix/Linly-Dubbing

Default branch main · commit 5677191e · scanned 6/21/2026, 10:22:27 AM

GitHub: 3,255 stars · 367 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
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 Kedreamix/Linly-Dubbing, 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
    ai-dubbing, video-translation, multilingual-ai, speech-recognition, text-to-speech, video-localization, open-source, python, webui, gradio
  • highreadme#2
    Reposition the README's opening to highlight open-source nature

    Why:

    COPY-PASTE FIX
    Add this sentence immediately after the main H1 title:

Linly-Dubbing is an open-source, self-hostable AI tool for automated video translation and dubbing, empowering developers and content creators with multilingual video localization capabilities.
  • mediumreadme#3
    Add a 'Why Linly-Dubbing?' or 'Open-Source Advantage' section to README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, for example:

## Why Linly-Dubbing? The Open-Source Advantage

Unlike many commercial AI dubbing services, Linly-Dubbing offers a fully open-source and self-hostable solution. This provides:

*   **Full Control:** Complete ownership over your data and models.
*   **Customization:** Adapt and extend the functionality to meet specific project needs.
*   **Cost-Effectiveness:** Avoid recurring subscription fees, paying only for your infrastructure.
*   **Transparency:** Understand how the AI models work and integrate them seamlessly into your workflows.

Linly-Dubbing is ideal for developers, researchers, and content creators seeking powerful, flexible, and private video localization without vendor lock-in.

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 Kedreamix/Linly-Dubbing
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Descript
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Descript · recommended 2×
  2. ElevenLabs · recommended 2×
  3. DeepMotion Animate 3D · recommended 1×
  4. DeepMotion Voice · recommended 1×
  5. Rask AI · recommended 1×
  • CATEGORY QUERY
    How can I automatically translate and dub videos into multiple languages using AI?
    you: not recommended
    AI recommended (in order):
    1. DeepMotion Animate 3D
    2. DeepMotion Voice
    3. Rask AI
    4. HeyGen
    5. Descript
    6. Google Cloud Translation API
    7. ElevenLabs
    8. Resemble AI
    9. Vidnoz AI
    10. Synthesys AI Studio
    11. DeepL Pro
    12. Azure AI Speech

    AI recommended 12 alternatives but never named Kedreamix/Linly-Dubbing. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best AI tools for generating multilingual voiceovers for video localization?
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. Descript
    3. Murf.ai
    4. Speechify
    5. Google Cloud Text-to-Speech (WaveNet/Standard)
    6. Amazon Polly
    7. Microsoft Azure Text to Speech

    AI recommended 7 alternatives but never named Kedreamix/Linly-Dubbing. 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 Kedreamix/Linly-Dubbing?
    pass
    AI did not name Kedreamix/Linly-Dubbing — 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?

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

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

Embed your GEO score

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MARKDOWN (README)
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Kedreamix/Linly-Dubbing — 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