REPOGEO REPORT · LITE

mzazon/cloud-projects

Default branch main · commit 7b63ce57 · scanned 6/26/2026, 2:28:00 PM

GitHub: 501 stars · 94 forks

AI VISIBILITY SCORE

35 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 1 warn · 0 fail

Objective metadata checks

AI knows your name

3 / 3

Direct prompts that named your repo

HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface mzazon/cloud-projects, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION

highlicense#1

Add a LICENSE file to the repository

Why:

COPY-PASTE FIX

Create a `LICENSE` file in the root of the repository with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).

highreadme#2

Reposition the README introduction to emphasize deployable projects and the interactive website

Why:

CURRENT

Level up your cloud knowledge and experience with 1100+ cloud rojects in this repository. Get something to talk about during your next interview, see how cloud services are used together, and learn in depth by getting hands on. Real solutions from real professionals and organizations. _A collection of cloud architecture recipes, tutorials, and real-world solutions across Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP)._

COPY-PASTE FIX

This repository offers over 1100 practical, deployable cloud projects, recipes, and real-world solutions across AWS, Azure, and GCP, designed for hands-on learning and interview preparation. Unlike online courses, this is a direct collection of infrastructure-as-code examples and tutorials. Explore and filter all projects interactively at our free site: https://cloudprojects.dev/

mediumabout#3

Update the 'About' description to mention the interactive website

Why:

CURRENT

Over 1100 cloud recipes, projects, tutorials, and real-world solutions to gain hands-on experience across Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP).

COPY-PASTE FIX

Over 1100 practical cloud recipes, projects, tutorials, and real-world solutions for hands-on experience across AWS, Azure, and GCP. Explore and filter all projects interactively at https://cloudprojects.dev/

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall

0 / 2

0% of queries surface mzazon/cloud-projects

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

KodeKloud

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

KodeKloud · recommended 1×
Cloud Academy · recommended 1×
Qwiklabs (Google Cloud Skills Boost) · recommended 1×
A Cloud Guru · recommended 1×
Udemy · recommended 1×

CATEGORY QUERY
Where can I find practical hands-on projects to learn various cloud platforms?
you: not recommended
AI recommended (in order):
1. KodeKloud
2. Cloud Academy
3. Qwiklabs (Google Cloud Skills Boost)
4. A Cloud Guru
5. Udemy
6. Coursera
7. FreeCodeCamp
8. Heroku
9. DigitalOcean Tutorials
10. DigitalOcean
AI recommended 10 alternatives but never named mzazon/cloud-projects. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking real-world cloud architecture examples and tutorials for different providers.
you: not recommended
AI recommended (in order):
1. AWS Architecture Center
2. Google Cloud Architecture Center
3. Azure Architecture Center
4. The Cloud Native Computing Foundation (CNCF) Landscape
5. Kubernetes
6. Prometheus
7. Envoy
8. A Cloud Guru (ACG)
9. Pluralsight
10. Medium
11. Dev.to
AI recommended 11 alternatives but never named mzazon/cloud-projects. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
warn
Suggestion:
README presence
pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

Compared to common alternatives in this category, what is the core differentiator of mzazon/cloud-projects?
pass
AI named mzazon/cloud-projects explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts mzazon/cloud-projects in production, what risks or prerequisites should they evaluate first?
pass
AI named mzazon/cloud-projects explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
In one sentence, what problem does the repo mzazon/cloud-projects solve, and who is the primary audience?
pass
AI named mzazon/cloud-projects explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of mzazon/cloud-projects. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/mzazon/cloud-projects.svg)](https://repogeo.com/en/r/mzazon/cloud-projects)

HTML

<a href="https://repogeo.com/en/r/mzazon/cloud-projects"><img src="https://repogeo.com/badge/mzazon/cloud-projects.svg" alt="RepoGEO" /></a>

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Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite