REPOGEO REPORT · LITE

eudk/awesome-ai-tools

Default branch main · commit 626be08c · scanned 6/8/2026, 10:33:11 PM

GitHub: 509 stars · 283 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 eudk/awesome-ai-tools, 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 the README's opening paragraph to clearly state the list's unique focus

Why:

CURRENT

Welcome to a curated collection of tools, models, and platforms across the rapidly evolving landscape of artificial intelligence (AI) and machine learning (ML). This repository has been actively maintained since 2023 and aims to provide a reliable, up-to-date reference for the AI ecosystem.

COPY-PASTE FIX

This repository is a **strictly curated, practical list of ready-to-use AI tools and platforms**, focusing on applications rather than academic papers, libraries, or frameworks. Actively maintained since 2023, it provides a reliable, up-to-date reference for developers, professionals, and enthusiasts navigating the rapidly evolving AI ecosystem.

highreadme#2

Add a 'What This List Is Not' section to the README

Why:

COPY-PASTE FIX

### What This List Is Not
This list focuses exclusively on practical, ready-to-use AI tools and platforms. It does not include:
- Academic papers or research publications
- Low-level AI/ML libraries or frameworks (e.g., TensorFlow, PyTorch)
- General programming tools without direct AI application
- Outdated or unmaintained projects

mediumhomepage#3
Add a homepage URL to the repository's About section
Why:
COPY-PASTE FIX
```
https://github.com/eudk/awesome-ai-tools
```

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 eudk/awesome-ai-tools

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

GitHub Awesome Machine Learning

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

GitHub Awesome Machine Learning · recommended 1×
Papers With Code · recommended 1×
Kaggle Learn & Documentation · recommended 1×
Towards Data Science · recommended 1×
Analytics Vidhya · recommended 1×

CATEGORY QUERY
Where can I find a comprehensive list of modern AI and machine learning development tools?
you: not recommended
AI recommended (in order):
1. GitHub Awesome Machine Learning
2. Papers With Code
3. Kaggle Learn & Documentation
4. Towards Data Science
5. Analytics Vidhya
6. O'Reilly Media
AI recommended 6 alternatives but never named eudk/awesome-ai-tools. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are the latest generative AI models and platforms for building new applications?
you: not recommended
AI recommended (in order):
1. OpenAI GPT-4 / GPT-4o
2. Anthropic Claude 3
3. Google Gemini
4. Meta Llama 3
5. Mistral Large
6. Mixtral 8x22B
7. Mistral 7B
8. Cohere Command R+ / Command R
9. Hugging Face Transformers
10. Hugging Face Inference Endpoints
AI recommended 10 alternatives but never named eudk/awesome-ai-tools. 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 eudk/awesome-ai-tools?
pass
AI did not name eudk/awesome-ai-tools — 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 eudk/awesome-ai-tools in production, what risks or prerequisites should they evaluate first?
pass
AI named eudk/awesome-ai-tools 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 eudk/awesome-ai-tools solve, and who is the primary audience?
pass
AI did not name eudk/awesome-ai-tools — 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

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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/eudk/awesome-ai-tools.svg)](https://repogeo.com/en/r/eudk/awesome-ai-tools)

HTML

<a href="https://repogeo.com/en/r/eudk/awesome-ai-tools"><img src="https://repogeo.com/badge/eudk/awesome-ai-tools.svg" alt="RepoGEO" /></a>

Pro

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eudk/awesome-ai-tools — 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