RRepoGEO

REPOGEO 报告 · LITE

milanm/Cloud-Product-Mapping

默认分支 main · commit d527698c · 扫描时间 2026/6/6 15:28:30

星标 914 · Fork 168

AI 可见性总分
28 /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 1 · 警告 1 · 失败 0
客观元数据检查
AI 认识你的名字
2 / 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 milanm/Cloud-Product-Mapping 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 value proposition

    原因:

    当前
    As we can see a lot of companies today decide to go with a multi-cloud strategy. Here is the overview where all major services between AWS, Azure, GCP, and OCI are mapped with links pointing to product home pages.
    复制粘贴的修复
    This repository provides a comprehensive, human-curated mapping of major services across AWS, Azure, GCP, and OCI, with direct links to each product's homepage. It's an essential reference for cloud architects, engineers, and decision-makers navigating multi-cloud strategies and understanding service equivalencies.
  • highlicense#2
    Add a standard open-source LICENSE file

    原因:

    复制粘贴的修复
    MIT License
    
    Copyright (c) [YEAR] [FULL NAME]
    
    Permission is hereby granted, free of charge, to any person obtaining a copy
    of this software and associated documentation files (the "Software"), to deal
    in the Software without restriction, including without limitation the rights
    to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
    copies of the Software, and to permit persons to whom the Software is
    furnished to do so, subject to the following conditions:
    
    The above copyright notice and this permission notice shall be included in all
    copies or substantial portions of the Software.
    
    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
    IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
    FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
    AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
    LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
    OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
    SOFTWARE.
  • mediumcomparison#3
    Add a 'Why this mapping?' section to README

    原因:

    复制粘贴的修复
    ## Why this Cloud Product Mapping?
    
    While vendor documentation and broad cloud landscapes exist, this repository offers a unique, human-curated, and open-source perspective. It provides:
    
    *   **Direct Equivalencies:** Quickly find the corresponding service across AWS, Azure, GCP, and OCI.
    *   **Up-to-date Links:** Each service links directly to its official product homepage for the latest information.
    *   **Multi-Cloud Focus:** Designed specifically for architects and engineers working in multi-cloud environments.
    *   **Community-Driven:** An open-source resource that benefits from community contributions and verification, unlike proprietary reports or vendor-locked guides.

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 milanm/Cloud-Product-Mapping
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
Gartner Magic Quadrant
在 2 个问题中被推荐 2 次
竞品排行
  1. Gartner Magic Quadrant · 被推荐 2 次
  2. Forrester Wave Reports · 被推荐 2 次
  3. Cloud Native Computing Foundation (CNCF) Cloud Native Interactive Landscape · 被推荐 1 次
  4. Google Cloud's "Cloud Comparison" Documentation · 被推荐 1 次
  5. AWS "Cloud Comparison" Documentation · 被推荐 1 次
  • 品类问题
    Need to understand service equivalencies across major public cloud platforms for multi-cloud strategy.
    你:未被推荐
    AI 推荐顺序:
    1. Cloud Native Computing Foundation (CNCF) Cloud Native Interactive Landscape
    2. Google Cloud's "Cloud Comparison" Documentation
    3. AWS "Cloud Comparison" Documentation
    4. Azure "Cloud Comparison" Documentation
    5. CloudZero's Cloud Service Comparison Guides
    6. RightScale's "State of the Cloud Report"
    7. Gartner Magic Quadrant
    8. Forrester Wave Reports

    AI 推荐了 8 个替代方案,却始终没点名 milanm/Cloud-Product-Mapping。这就是要补上的差距。

    查看 AI 完整回答
  • 品类问题
    Looking for a quick reference to map cloud services between different providers for architecture planning.
    你:未被推荐
    AI 推荐顺序:
    1. CloudMapper (duosecurity/cloudmapper)
    2. AWS Cloud for Azure Professionals
    3. Azure for AWS Professionals
    4. Google Cloud for AWS Professionals
    5. CNCF Interactive Map
    6. CloudZero
    7. ParkMyCloud
    8. Gartner Magic Quadrant
    9. Forrester Wave Reports

    AI 推荐了 9 个替代方案,却始终没点名 milanm/Cloud-Product-Mapping。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
    warn

    建议:

  • 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 milanm/Cloud-Product-Mapping?
    pass
    AI 未点名 milanm/Cloud-Product-Mapping —— 很可能在说另一个项目

    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 milanm/Cloud-Product-Mapping in production, what risks or prerequisites should they evaluate first?
    pass
    AI 明确点名了 milanm/Cloud-Product-Mapping

    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 milanm/Cloud-Product-Mapping solve, and who is the primary audience?
    pass
    AI 明确点名了 milanm/Cloud-Product-Mapping

    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 milanm/Cloud-Product-Mapping 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。

RepoGEO badge preview实时预览
MARKDOWN(README)
[![RepoGEO](https://repogeo.com/badge/milanm/Cloud-Product-Mapping.svg)](https://repogeo.com/zh/r/milanm/Cloud-Product-Mapping)
HTML
<a href="https://repogeo.com/zh/r/milanm/Cloud-Product-Mapping"><img src="https://repogeo.com/badge/milanm/Cloud-Product-Mapping.svg" alt="RepoGEO" /></a>
Pro

订阅 Pro,解锁深度诊断

milanm/Cloud-Product-Mapping — 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