RRepoGEO

REPOGEO REPORT · LITE

weynechen/intrascribe

Default branch master · commit e391543f · scanned 5/29/2026, 4:53:32 PM

GitHub: 618 stars · 83 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 weynechen/intrascribe, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Strengthen the README's opening statement to emphasize "complete application for teams"

    Why:

    CURRENT
    # IntraScribe

可完全本地化的，面向企业、学校与机关等内网环境的本地优先语音转写与协作平台：支持实时转写、说话人分离、高质量批处理、AI 总结与标题生成。默认提供浏览器 WebRTC 接入与 SSE 实时返回，也支持边缘设备/硬件作为前端，架构解耦、可替换任意采集与传输方案；数据全程留在内网，重视隐私与合规。
    COPY-PASTE FIX
    # IntraScribe：面向团队与组织的内网优先语音转写与AI总结协作平台

IntraScribe 是一个专为企业、学校与机关等内网环境设计的，可完全本地化部署的语音转写与AI总结协作平台。它提供实时转写、说话人分离、高质量批处理、AI 总结与标题生成等功能，并支持多用户协作，确保数据全程留在内网，高度重视隐私与合规。
  • mediumhomepage#2
    Add a homepage URL, linking to the demo video or a dedicated project page

    Why:

    COPY-PASTE FIX
    https://www.bilibili.com/video/BV14AbhzXEKc/

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 weynechen/intrascribe
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
openai/whisper
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. openai/whisper · recommended 1×
  2. Python · recommended 1×
  3. huggingface/transformers · recommended 1×
  4. BART · recommended 1×
  5. T5 · recommended 1×
  • CATEGORY QUERY
    Self-hostable voice transcription and AI summarization tool for internal team collaboration and privacy.
    you: not recommended
    AI recommended (in order):
    1. Whisper (openai/whisper)
    2. Python
    3. Hugging Face Transformers (huggingface/transformers)
    4. BART
    5. T5
    6. Mozilla DeepSpeech (mozilla/DeepSpeech)
    7. Nextcloud (nextcloud/server)
    8. Jitsi Meet (jitsi/jitsi-meet)
    9. PrivateGPT (imartinez/privateGPT)
    10. Llama 2
    11. Mistral
    12. Gemma
    13. Ollama (ollama/ollama)
    14. LM Studio

    AI recommended 14 alternatives but never named weynechen/intrascribe. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Enterprise-grade real-time audio transcription and speaker diarization system for private network deployment.
    you: not recommended
    AI recommended (in order):
    1. NVIDIA Riva
    2. Kaldi
    3. DeepSpeech (Mozilla) / Coqui STT
    4. Speechmatics (On-Premise)
    5. Vosk (Alpha Cephei)

    AI recommended 5 alternatives but never named weynechen/intrascribe. 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 weynechen/intrascribe?
    pass
    AI named weynechen/intrascribe explicitly

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

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

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

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weynechen/intrascribe — 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