RRepoGEO

REPOGEO REPORT · LITE

Rishabh-creator601/Books

Default branch master · commit 2f583268 · scanned 6/15/2026, 3:52:47 AM

GitHub: 871 stars · 183 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 Rishabh-creator601/Books, 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
    Clarify licensing information in the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README titled "Licensing" with text like: "This repository provides a curated collection of links to publicly available educational resources. The individual books, PDFs, and EPUBs linked herein are subject to their original authors' licenses and copyrights. The content of this repository itself (e.g., README, topic lists, structure) is provided for educational purposes and is not explicitly licensed, but users are expected to respect the licenses of all linked external materials."
  • highabout#2
    Update the repository's 'About' description

    Why:

    CURRENT
    Books / PDFS / EPUBS for different fields of programming . READ GROW AND ENJOY 😊😊😊😊
    COPY-PASTE FIX
    A curated collection of 200+ free ebooks, PDFs, and EPUBs for Machine Learning, Deep Learning, Computer Vision, NLP, and Python. Your go-to resource for comprehensive study materials and cheatsheets.
  • mediumtopics#3
    Refine the repository's topic tags

    Why:

    CURRENT
    computer-vision, cpp, deep-learning, dvc-pipeline, hacking, hypothesis-testing, javascript, machine-learning, maths, mlflow, mongodb-database, natural-language-processing, pdfs, python, reinforcement-learning, sqlite3, statistics, stats, yolo
    COPY-PASTE FIX
    machine-learning, deep-learning, computer-vision, natural-language-processing, python, ebooks, pdfs, study-materials, cheatsheets, ai-roadmap, free-resources, programming-books, data-science

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 Rishabh-creator601/Books
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Towards Data Science
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Towards Data Science · recommended 2×
  2. arXiv.org · recommended 1×
  3. Google Scholar · recommended 1×
  4. Open Library · recommended 1×
  5. FreeComputerBooks.com · recommended 1×
  • CATEGORY QUERY
    Where can I find free ebooks and PDFs for machine learning and deep learning?
    you: not recommended
    AI recommended (in order):
    1. arXiv.org
    2. Google Scholar
    3. Open Library
    4. FreeComputerBooks.com
    5. GitHub
    6. Medium.com
    7. Towards Data Science

    AI recommended 7 alternatives but never named Rishabh-creator601/Books. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for comprehensive study materials and cheatsheets for AI and computer vision.
    you: not recommended
    AI recommended (in order):
    1. DeepLearning.AI Courses
    2. Stanford CS231n
    3. Papers With Code
    4. Towards Data Science
    5. Kaggle Learn
    6. OpenCV (opencv/opencv)
    7. The Hundred-Page Machine Learning Book

    AI recommended 7 alternatives but never named Rishabh-creator601/Books. 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 Rishabh-creator601/Books?
    pass
    AI named Rishabh-creator601/Books explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts Rishabh-creator601/Books in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Rishabh-creator601/Books 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 Rishabh-creator601/Books solve, and who is the primary audience?
    pass
    AI named Rishabh-creator601/Books explicitly

    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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