RRepoGEO

REPOGEO REPORT · LITE

mrsaeeddev/free-ai-resources

Default branch master · commit 51bfef8e · scanned 5/23/2026, 5:23:35 AM

GitHub: 1,866 stars · 322 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 mrsaeeddev/free-ai-resources, 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 opening to clearly state it's a curated list

    Why:

    CURRENT
    > A curated list of FREE AI RESOURCES for aspiring AI Engineers

<hr />
<a href="http://saeed.js.org"></a>
<a href="https://twitter.com/mrsaeeddev">

</a>
<a href="https://linkedin.com/in/mrsaeeddev">

</a>
<a href="https://github.com/mrsaeeddev">
</a>
</div>
</div>

<br/>

### WHAT IS AI?
    COPY-PASTE FIX
    This repository provides a comprehensive, curated list of free resources for Artificial Intelligence, including courses, jobs, blogs, and research, aimed at aspiring AI engineers and anyone interested in the field.
  • mediumtopics#2
    Refine topics to emphasize 'curated list' and remove outdated ones

    Why:

    CURRENT
    ai, artificial-intelligence, artificial-neural-networks, data, data-science, data-science-learning, data-science-projects, deep-learning, deep-neural-networks, hacktoberfest, hacktoberfest2020, machine-learning, machine-learning-algorithms, machinelearning, reinforcement-learning, research, supervised-learning, unsupervised-learning
    COPY-PASTE FIX
    ai, artificial-intelligence, artificial-neural-networks, data, data-science, data-science-learning, data-science-projects, deep-learning, deep-neural-networks, machine-learning, machine-learning-algorithms, machinelearning, reinforcement-learning, research, supervised-learning, unsupervised-learning, ai-resources, learning-resources, curated-list, career-development
  • lowhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    http://saeed.js.org

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 mrsaeeddev/free-ai-resources
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Coursera
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Coursera · recommended 2×
  2. fast.ai · recommended 2×
  3. edX · recommended 1×
  4. Google AI Education · recommended 1×
  5. Kaggle Learn · recommended 1×
  • CATEGORY QUERY
    Where can I find free online courses and learning materials for artificial intelligence?
    you: not recommended
    AI recommended (in order):
    1. Coursera
    2. edX
    3. fast.ai
    4. Google AI Education
    5. Kaggle Learn
    6. freeCodeCamp.org
    7. MIT OpenCourseWare

    AI recommended 7 alternatives but never named mrsaeeddev/free-ai-resources. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best free resources for starting a career in machine learning and AI?
    you: not recommended
    AI recommended (in order):
    1. Coursera
    2. fast.ai
    3. fastai (fastai/fastai)
    4. PyTorch (pytorch/pytorch)
    5. Google
    6. TensorFlow (tensorflow/tensorflow)
    7. Kaggle
    8. Hugging Face
    9. Hugging Face Transformers (huggingface/transformers)
    10. MIT OpenCourseware
    11. freeCodeCamp.org (freeCodeCamp/freeCodeCamp)

    AI recommended 11 alternatives but never named mrsaeeddev/free-ai-resources. 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 mrsaeeddev/free-ai-resources?
    pass
    AI did not name mrsaeeddev/free-ai-resources — 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 mrsaeeddev/free-ai-resources in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mrsaeeddev/free-ai-resources 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 mrsaeeddev/free-ai-resources solve, and who is the primary audience?
    pass
    AI did not name mrsaeeddev/free-ai-resources — 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?

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mrsaeeddev/free-ai-resources — 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