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joinly-ai/joinly

默认分支 main · commit 372ea77b · 扫描时间 2026/6/13 22:01:54

星标 526 · Fork 83

AI 可见性总分
40 /100
亟需修复
品类召回
0 / 2
在所有问题中均未被推荐
规则结果
通过 2 · 警告 0 · 失败 0
客观元数据检查
AI 认识你的名字
3 / 3
直接询问时，AI 是否点名你的仓库
如何阅读这份报告

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 joinly-ai/joinly 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。

整体方向
  • highreadme#1
    Reposition README opening to clarify its role as a platform/framework for building meeting agents

    原因：

    当前
    joinly.ai is a connector middleware designed to enable AI agents to join and actively participate in video calls. Through its MCP server, joinly.ai provides essential [meeting tools](#tools) and [resources](#resources) that can equip any AI agent with the skills to perform tasks and interact with you in real time during your meetings.
    复制粘贴的修复
    joinly.ai is an open-source **platform and framework** designed to empower developers to **build, deploy, and manage AI agents** that can seamlessly join and actively participate in live video conference calls. Leveraging its MCP server, joinly.ai provides essential tools and resources, equipping any AI agent with the capabilities to perform tasks and interact in real-time during your meetings.
  • mediumabout#2
    Refine the repository description to emphasize its role as a platform/framework for meeting agents

    原因：

    当前
    Make your meetings accessible to AI Agents
    复制粘贴的修复
    An open-source platform and framework for building and deploying AI agents that join, participate, and interact in real-time during live video conference calls.
  • lowtopics#3
    Add specific topics related to 'AI agent development platform' or 'real-time agent framework'

    原因：

    当前
    agentic-ai, ai-agent, ai-tool, conversational-ai, llm, mcp, meeting-agent, meeting-assistant, meeting-notes, productivity, python, transcription, voice-ai
    复制粘贴的修复
    agentic-ai, ai-agent, ai-tool, conversational-ai, llm, mcp, meeting-agent, meeting-assistant, meeting-notes, productivity, python, transcription, voice-ai, ai-agent-framework, real-time-ai-platform, video-conferencing-ai

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。

召回
0 / 2
0% 的问题里出现了 joinly-ai/joinly
平均排名
—
越小越好。#1 表示首位推荐。
声量占比
0%
在所有被点名的工具中，你占了多少？
头号对手
Deepgram
在 2 个问题中被推荐 2 次
竞品排行
  1. Deepgram · 被推荐 2 次
  2. AssemblyAI · 被推荐 2 次
  3. Daily.co · 被推荐 1 次
  4. Twilio Video · 被推荐 1 次
  5. OpenAI's GPT-4 · 被推荐 1 次
  • 品类问题
    How can I integrate an AI assistant into live video conference calls?
    你：未被推荐
    AI 推荐顺序：
    1. Deepgram
    2. Daily.co
    3. Twilio Video
    4. OpenAI's GPT-4
    5. Anthropic's Claude
    6. ElevenLabs
    7. Google Cloud Text-to-Speech
    8. OpenAI Whisper (openai/whisper)
    9. WebRTC
    10. Mediasoup (versatica/mediasoup)
    11. Pion WebRTC (pion/webrtc)
    12. Zoom Meeting SDK
    13. Zoom Video SDK
    14. Azure Cognitive Services
    15. Google Meet Add-ons
    16. Google Cloud Speech-to-Text
    17. Google's Gemini API
    18. Vonage Video API
    19. OpenTok
    20. AssemblyAI
    21. Play.ht
    22. AWS Polly

    AI 推荐了 22 个替代方案，却始终没点名 joinly-ai/joinly。这就是要补上的差距。

    查看 AI 完整回答
  • 品类问题
    What open-source tools allow AI agents to participate and interact during virtual meetings?
    你：未被推荐
    AI 推荐顺序：
    1. OpenAI GPT-3.5/GPT-4 API
    2. LangChain
    3. Deepgram
    4. AssemblyAI
    5. Hugging Face Transformers library
    6. Mozilla DeepSpeech
    7. Jitsi Meet

    AI 推荐了 7 个替代方案，却始终没点名 joinly-ai/joinly。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 completeness
    pass

  • README presence
    pass

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 joinly-ai/joinly?
    pass
    AI 明确点名了 joinly-ai/joinly

    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 joinly-ai/joinly in production, what risks or prerequisites should they evaluate first?
    pass
    AI 明确点名了 joinly-ai/joinly

    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 joinly-ai/joinly solve, and who is the primary audience?
    pass
    AI 明确点名了 joinly-ai/joinly

    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 joinly-ai/joinly 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。

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Pro

订阅 Pro，解锁深度诊断

joinly-ai/joinly — 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