RRepoGEO

REPOGEO REPORT · LITE

foochane/books

Default branch master · commit 81b9a5bb · scanned 6/19/2026, 2:32:31 PM

GitHub: 1,163 stars · 318 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
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 foochane/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
    Reposition the README H1 to specify category and add an explicit opening sentence

    Why:

    CURRENT
    ## 整理一些书籍
    COPY-PASTE FIX
    ## 📚 A Curated Collection of Free Programming & AI Books (PDFs)

This repository provides a categorized collection of free digital books (PDFs) covering various programming languages, machine learning, deep learning, and data science topics.
  • mediumtopics#2
    Add broader, more explicit topics for book collections and learning resources

    Why:

    CURRENT
    big-data, c, cpp, database, datamining, dl, git, java, keras, ml, nlp, python, scala, tensorflow
    COPY-PASTE FIX
    big-data, c, cpp, database, datamining, dl, git, java, keras, ml, nlp, python, scala, tensorflow, programming-books, learning-resources, ebooks, pdf-books, study-materials
  • lowhomepage#3
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/foochane/books

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 foochane/books
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
O'Reilly Learning
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. O'Reilly Learning · recommended 1×
  2. Manning Publications · recommended 1×
  3. Packt Publishing · recommended 1×
  4. No Starch Press · recommended 1×
  5. SpringerLink · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive collection of books for learning various programming languages and AI?
    you: not recommended
    AI recommended (in order):
    1. O'Reilly Learning
    2. Manning Publications
    3. Packt Publishing
    4. No Starch Press
    5. SpringerLink
    6. Leanpub

    AI recommended 6 alternatives but never named foochane/books. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for curated study materials covering machine learning, deep learning, and data science concepts.
    you: not recommended
    AI recommended (in order):
    1. Deep Learning Specialization by Andrew Ng
    2. Machine Learning Specialization by Andrew Ng
    3. IBM Data Science Professional Certificate
    4. Google Advanced Data Analytics Professional Certificate
    5. fast.ai Practical Deep Learning for Coders
    6. edX MicroMasters Program in Data Science
    7. Kaggle Learn
    8. Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
    9. Towards Data Science

    AI recommended 9 alternatives but never named foochane/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 foochane/books?
    pass
    AI named foochane/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 foochane/books in production, what risks or prerequisites should they evaluate first?
    pass
    AI named foochane/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 foochane/books solve, and who is the primary audience?
    pass
    AI named foochane/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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MARKDOWN (README)
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foochane/books — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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