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jbexta/AgentPilot

默认分支 master · commit 333eb6ce · 扫描时间 2026/6/5 14:47:19

星标 555 · Fork 81

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 jbexta/AgentPilot 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
    Strengthen README's opening to emphasize desktop GUI and real-time interaction

    原因:

    当前
    <h1 align="center">💬 Agent Pilot</h1>
    
    <p align="center">️
      
    <br><br>
    A versatile workflow automation system. Create, organize, and execute complex AI-driven tasks.
    Agent Pilot provides a seamless experience, whether you want to chat with a single LLM or a complex multi-member workflow.
    <br><br>
    With an intuitive and feature-rich interface, you can effortlessly design AI workflows and chat with them in real-time. Branching chats are supported, allowing flexible interactions and iterative refinement.
    <br><br>
    Agent Pilot offers generative and customizable UI, allowing creation of custom pages and hierarchical configs. This flexibility gives you the freedom to design an interface that aligns with your specific needs and effortlessly integrate into your workflows.
    <br><br>
    The system supports scheduled and recurring workflows that can be set to run based on natural language expressions of time, enabling automation that ranges from every second to every leap year.
    </p>
    复制粘贴的修复
    <h1 align="center">💬 Agent Pilot: Desktop AI Workflow Automation with Real-time GUI</h1>
    
    <p align="center">️
      
    <br><br>
    Agent Pilot is a versatile **desktop application** for creating, organizing, and executing complex AI-driven workflows through an **intuitive, real-time graphical user interface (GUI)**. It enables seamless interaction, from chatting with a single LLM to orchestrating multi-member AI teams with branching conversations and scheduled tasks. Design custom pages and hierarchical configurations to align with your specific needs, and automate tasks with natural language scheduling, from every second to every leap year.
    </p>
  • mediumreadme#2
    Add a 'Comparison' section to explicitly differentiate from common alternatives

    原因:

    复制粘贴的修复
    ## Why Agent Pilot? (Comparison)
    
    Unlike purely programmatic AI agent frameworks (e.g., LangChain, AutoGPT) or enterprise cloud platforms (e.g., Azure ML Studio, Google Vertex AI), Agent Pilot provides a ready-to-use, interactive desktop GUI for designing, monitoring, and interacting with AI workflows. Its focus is on real-time human-in-the-loop feedback, branching chats, and natural language scheduling, making complex AI orchestration accessible without deep coding expertise.
  • lowabout#3
    Refine the 'About' description to explicitly mention desktop and GUI

    原因:

    当前
    A versatile workflow automation platform to create, organize, and execute AI workflows, from a single LLM to complex AI-driven workflows.
    复制粘贴的修复
    A versatile **desktop-based** workflow automation platform with an **intuitive GUI** to create, organize, and execute AI workflows, from a single LLM to complex AI-driven workflows with real-time interaction.

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 jbexta/AgentPilot
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
Azure Machine Learning Studio (classic)
在 2 个问题中被推荐 1 次
竞品排行
  1. Azure Machine Learning Studio (classic) · 被推荐 1 次
  2. Google Cloud Vertex AI Workbench (with Pipelines) · 被推荐 1 次
  3. Databricks Lakehouse Platform (with Delta Live Tables/Workflows) · 被推荐 1 次
  4. KNIME Analytics Platform · 被推荐 1 次
  5. Alteryx Designer · 被推荐 1 次
  • 品类问题
    How can I easily design and automate complex AI-driven workflows with a visual interface?
    你:未被推荐
    AI 推荐顺序:
    1. Azure Machine Learning Studio (classic)
    2. Google Cloud Vertex AI Workbench (with Pipelines)
    3. Databricks Lakehouse Platform (with Delta Live Tables/Workflows)
    4. KNIME Analytics Platform
    5. Alteryx Designer
    6. RapidMiner Studio

    AI 推荐了 6 个替代方案,却始终没点名 jbexta/AgentPilot。这就是要补上的差距。

    查看 AI 完整回答
  • 品类问题
    What platform helps orchestrate multiple AI agents and schedule automated tasks using natural language?
    你:未被推荐
    AI 推荐顺序:
    1. LangChain
    2. AutoGPT
    3. Microsoft Copilot Studio
    4. OpenAI Assistants API
    5. Zapier NLA
    6. Tavily AI

    AI 推荐了 6 个替代方案,却始终没点名 jbexta/AgentPilot。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 jbexta/AgentPilot?
    pass
    AI 明确点名了 jbexta/AgentPilot

    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 jbexta/AgentPilot in production, what risks or prerequisites should they evaluate first?
    pass
    AI 明确点名了 jbexta/AgentPilot

    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 jbexta/AgentPilot solve, and who is the primary audience?
    pass
    AI 明确点名了 jbexta/AgentPilot

    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 jbexta/AgentPilot 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

jbexta/AgentPilot — 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