REPOGEO 报告 · LITE
ruzin/stenoai
默认分支 main · commit d3849f46 · 扫描时间 2026/5/24 20:57:02
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行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 ruzin/stenoai 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。
行动计划 — 可复制粘贴的修复
3 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。
- highreadme#1Clarify StenoAI as a complete application for confidential meeting intelligence
原因:
当前Steno is the AI powered intelligence layer for all your confidential conversations, your private data never leaves anywhere. Record, transcribe, summarize, and query your meetings using local AI models. Perfect for government, defence, legal and C-suite professionals with confidential data needs.
复制粘贴的修复Steno is a **desktop application** that acts as an AI-powered intelligence layer for all your confidential conversations. It allows you to record, transcribe, summarize, and query your meetings using local AI models, ensuring your private data never leaves your device. Steno is perfect for government, defence, legal, and C-suite professionals with strict confidential data needs.
- mediumtopics#2Add application-focused topics and remove model-specific ones
原因:
当前agentic-ai, ai, apple-silicon, clinical, deepseek, healthcare-ai, llama3, localllm, meeting-minutes, meeting-notes, qwen
复制粘贴的修复confidential-meetings, local-ai-app, privacy-focused, meeting-transcription, meeting-summarization, secure-ai, desktop-app, apple-silicon, meeting-minutes, meeting-notes, localllm, agentic-ai, healthcare-ai, clinical
- lowreadme#3Add a 'Why Steno?' or 'Comparison' section to highlight differentiators
原因:
复制粘贴的修复### Why Steno? Steno stands apart from generic AI models and cloud-based transcription services. Unlike tools like OpenAI Whisper, Llama 3, or Ollama, Steno is a complete, privacy-focused desktop application designed for end-users. It processes all your audio and generates summaries locally on your device, ensuring your confidential conversations never leave your control. This makes Steno a secure alternative to cloud services like Otter.ai or Fireflies.ai, especially for sensitive professional discussions.
本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash
品类可见性 — 真正的 GEO 测试
向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?
各模型使用同一组问题 — 切换标签对比回答与排名。
- openai/whisper · 被推荐 1 次
- meta-llama/llama3 · 被推荐 1 次
- mistralai/mistral-src · 被推荐 1 次
- mistralai/mixtral-src · 被推荐 1 次
- ollama/ollama · 被推荐 1 次
- 品类问题How to transcribe and summarize confidential meetings using local AI models?你:未被推荐AI 推荐顺序:
- Whisper (openai/whisper)
- Llama 3 (meta-llama/llama3)
- Mistral 7B (mistralai/mistral-src)
- Mixtral 8x7B (mistralai/mixtral-src)
- Ollama (ollama/ollama)
- LocalAI (mudler/LocalAI)
- TensorFlow Lite (tensorflow/tensorflow)
- PyTorch Mobile (pytorch/pytorch)
AI 推荐了 8 个替代方案,却始终没点名 ruzin/stenoai。这就是要补上的差距。
查看 AI 完整回答
- 品类问题What are secure AI tools for analyzing sensitive professional discussions privately?你:未被推荐AI 推荐顺序:
- Llama 2
- Mistral
- Falcon
- Private AI
- Gretel.ai
- Microsoft Azure OpenAI Service
- Google Cloud Vertex AI
- AWS Bedrock
- Hugging Face
- OpenAI API
AI 推荐了 10 个替代方案,却始终没点名 ruzin/stenoai。这就是要补上的差距。
查看 AI 完整回答
客观检查
针对 AI 引擎最看重的元数据信号的规则审计。
- Metadata completenesspass
- README presencepass
自指检查
当被直接问到你时,AI 是否还知道你的仓库存在?
- Compared to common alternatives in this category, what is the core differentiator of ruzin/stenoai?passAI 明确点名了 ruzin/stenoai
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- If a team adopts ruzin/stenoai in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 ruzin/stenoai
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- In one sentence, what problem does the repo ruzin/stenoai solve, and who is the primary audience?passAI 明确点名了 ruzin/stenoai
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
嵌入你的 GEO 徽章
把这个徽章贴进 ruzin/stenoai 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。
[](https://repogeo.com/zh/r/ruzin/stenoai)<a href="https://repogeo.com/zh/r/ruzin/stenoai"><img src="https://repogeo.com/badge/ruzin/stenoai.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
ruzin/stenoai — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。
- 深度报告每月 10 次
- 无品牌品类查询5,轻量 2
- 优先行动项8,轻量 3