REPOGEO REPORT · LITE

SamBelkacem/AI-ML-cheatsheets

Default branch main · commit b946155a · scanned 6/12/2026, 11:42:55 AM

GitHub: 660 stars · 219 forks

AI VISIBILITY SCORE

22 /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

1 / 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 SamBelkacem/AI-ML-cheatsheets, 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

highreadme#1

Reposition README H1 to emphasize "curated repository"

Why:

CURRENT

# AI-ML-cheatsheets

This GitHub repository gathers the most popular cheatsheets and quick reference guides for Artificial Intelligence (AI) and Machine learning (ML).

COPY-PASTE FIX

# AI-ML-cheatsheets: A Curated Repository of Essential AI and Machine Learning Quick Reference Guides

This GitHub repository provides a comprehensive, organized collection of the most popular and essential cheatsheets and quick reference guides for Artificial Intelligence (AI) and Machine Learning (ML), designed for rapid recall and learning.

highlicense#2

Add a LICENSE file to clarify usage rights

Why:

CURRENT

(no LICENSE file detected)

COPY-PASTE FIX

Create a LICENSE file in the root of the repository with the text for a Creative Commons Attribution 4.0 International License (CC-BY-4.0), as the content is primarily reference material.

mediumhomepage#3

Set repository homepage URL to the Google Drive link

Why:

CURRENT

(none)

COPY-PASTE FIX

Update the repository's 'About' section to include the Google Drive link mentioned in the README (e.g., 'https://drive.google.com/drive/folders/...') as the homepage URL.

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 SamBelkacem/AI-ML-cheatsheets

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Scikit-learn Documentation

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Scikit-learn Documentation · recommended 1×
Google's Machine Learning Crash Course Glossary · recommended 1×
Towards Data Science · recommended 1×
Cheatography · recommended 1×
Stanford CS229 Lecture Notes · recommended 1×

CATEGORY QUERY
Where can I find quick reference guides for machine learning algorithms and AI concepts?
you: not recommended
AI recommended (in order):
1. Scikit-learn Documentation
2. Google's Machine Learning Crash Course Glossary
3. Towards Data Science
4. Cheatography
5. Stanford CS229 Lecture Notes
6. DeepLearning.AI
7. Wikipedia
AI recommended 7 alternatives but never named SamBelkacem/AI-ML-cheatsheets. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for consolidated reference materials and cheat sheets on fundamental AI and ML topics.
you: not recommended
AI recommended (in order):
1. Towards Data Science (TDS) Cheat Sheets
2. Stanford CS229 Machine Learning Cheatsheets
3. Machine Learning Mastery Cheat Sheets
4. DataCamp Cheat Sheets
5. Scikit-learn Algorithm Cheat Sheet
6. DeepLearning.AI Cheatsheets (Andrew Ng's Courses)
7. Google's Machine Learning Crash Course Glossary/Cheat Sheet
AI recommended 7 alternatives but never named SamBelkacem/AI-ML-cheatsheets. 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 SamBelkacem/AI-ML-cheatsheets?
pass
AI did not name SamBelkacem/AI-ML-cheatsheets — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts SamBelkacem/AI-ML-cheatsheets in production, what risks or prerequisites should they evaluate first?
pass
AI named SamBelkacem/AI-ML-cheatsheets 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 SamBelkacem/AI-ML-cheatsheets solve, and who is the primary audience?
pass
AI did not name SamBelkacem/AI-ML-cheatsheets — likely talking about a different project
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 SamBelkacem/AI-ML-cheatsheets. 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/SamBelkacem/AI-ML-cheatsheets.svg)](https://repogeo.com/en/r/SamBelkacem/AI-ML-cheatsheets)

HTML

<a href="https://repogeo.com/en/r/SamBelkacem/AI-ML-cheatsheets"><img src="https://repogeo.com/badge/SamBelkacem/AI-ML-cheatsheets.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

SamBelkacem/AI-ML-cheatsheets — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite