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FullAgent/fulling

默认分支 main · commit d95060f8 · 扫描时间 2026/5/8 23:47:04

星标 2,418 · Fork 231

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 FullAgent/fulling 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 H1 and opening paragraph to emphasize "AI Engineer Agent" and "full-stack automation"

    原因:

    当前
    # Fulling - AI-Powered Full-Stack Development Platform
    
    **Fulling lets you focus on coding. AI handles everything else.**
    复制粘贴的修复
    # Fulling: Your AI Full-Stack Engineer Agent for Automated Development & Deployment
    
    **Fulling is an AI-powered Full-stack Engineer Agent that automates the entire web application development and deployment lifecycle, letting you focus on product vision while AI handles the code, tests, databases, and infrastructure.**
  • mediumtopics#2
    Add more specific topics related to full-stack automation and agentic development

    原因:

    当前
    ai-agent, claude, claude-code, docker, kubernetes, llm, nextjs, pgsql, postgresql, prisma, react, shadcn-ui, typescript, vibe-coding
    复制粘贴的修复
    ai-agent, full-stack-automation, agentic-development, devops-automation, ai-engineer, claude, claude-code, docker, kubernetes, llm, nextjs, pgsql, postgresql, prisma, react, shadcn-ui, typescript, vibe-coding
  • lowreadme#3
    Add a "Comparison" section to the README

    原因:

    复制粘贴的修复
    ## Fulling vs. Other Tools
    
    Unlike GitHub Copilot or Tabnine, Fulling is not just a code assistant; it's an autonomous AI Engineer Agent that handles the entire development and deployment process. While tools like GitHub Codespaces provide a development environment, Fulling integrates an AI agent to automate coding, testing, database management, and deployment within that environment, offering a complete, configuration-driven solution rather than just a workspace.

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 FullAgent/fulling
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
GitHub Copilot
在 2 个问题中被推荐 2 次
竞品排行
  1. GitHub Copilot · 被推荐 2 次
  2. Ghostwriter · 被推荐 2 次
  3. vercel/ai · 被推荐 1 次
  4. vercel/ai-chatbot · 被推荐 1 次
  5. GitHub Copilot Workspace · 被推荐 1 次
  • 品类问题
    How can I use an AI agent to automate full-stack web application development and deployment?
    你:未被推荐
    AI 推荐顺序:
    1. Vercel AI SDK (vercel/ai)
    2. Next.js AI Chatbot Template (vercel/ai-chatbot)
    3. GitHub Copilot Workspace
    4. GitHub Copilot
    5. Durable.co
    6. Replit AI
    7. Ghostwriter
    8. AWS CodeWhisperer
    9. AWS Amplify
    10. OpenAI Assistants API
    11. CodiumAI

    AI 推荐了 11 个替代方案,却始终没点名 FullAgent/fulling。这就是要补上的差距。

    查看 AI 完整回答
  • 品类问题
    What are browser-based development environments with AI for building and deploying full-stack apps?
    你:未被推荐
    AI 推荐顺序:
    1. GitHub Codespaces
    2. GitHub Copilot
    3. Gitpod (gitpod-io/gitpod)
    4. Tabnine (tabnine/Tabnine)
    5. Replit
    6. Ghostwriter
    7. CodeSandbox Projects (codesandbox/codesandbox-client)
    8. StackBlitz (stackblitz/core)
    9. AWS Cloud9
    10. Amazon CodeWhisperer

    AI 推荐了 10 个替代方案,却始终没点名 FullAgent/fulling。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 FullAgent/fulling?
    pass
    AI 明确点名了 FullAgent/fulling

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

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

    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 FullAgent/fulling 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

FullAgent/fulling — 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