RRepoGEO

REPOGEO REPORT · LITE

bobeff/programming-math-science

Default branch main · commit aea0586d · scanned 5/22/2026, 3:17:46 PM

GitHub: 1,884 stars · 140 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 bobeff/programming-math-science, 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 README's opening to emphasize 'awesome list' of external links

    Why:

    CURRENT
    This is a list of links to different freely available learning resources about computer programming, math, and science.
    COPY-PASTE FIX
    This is an **awesome list** of links to different freely available learning resources about computer programming, math, and science. It curates external materials, rather than providing courses or code examples directly.
  • mediumtopics#2
    Expand repository topics to reinforce its nature as a curated list of learning resources

    Why:

    CURRENT
    awesome-list, math, programming, science
    COPY-PASTE FIX
    awesome-list, math, programming, science, learning-resources, educational-resources, curated-list
  • lowhomepage#3
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    https://github.com/bobeff/programming-math-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 bobeff/programming-math-science
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
freeCodeCamp.org
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. freeCodeCamp.org · recommended 1×
  2. Khan Academy · recommended 1×
  3. Coursera's Machine Learning by Andrew Ng · recommended 1×
  4. fast.ai's Practical Deep Learning for Coders · recommended 1×
  5. Google's Machine Learning Crash Course · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive list of free learning resources for programming, math, and science?
    you: not recommended
    AI recommended (in order):
    1. freeCodeCamp.org
    2. Khan Academy

    AI recommended 2 alternatives but never named bobeff/programming-math-science. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best free online courses and materials for machine learning, algorithms, and competitive programming?
    you: not recommended
    AI recommended (in order):
    1. Coursera's Machine Learning by Andrew Ng
    2. fast.ai's Practical Deep Learning for Coders
    3. Google's Machine Learning Crash Course
    4. MIT OpenCourseware - Introduction to Deep Learning (6.S191)
    5. Stanford University's CS229: Machine Learning (Autumn 2018)
    6. MIT OpenCourseware - Introduction to Algorithms (6.006)
    7. Coursera's Algorithms, Part I & Part II by Robert Sedgewick & Kevin Wayne
    8. Khan Academy's Algorithms
    9. GeeksforGeeks
    10. HackerRank's Algorithms Tutorials
    11. Codeforces
    12. AtCoder
    13. USACO Guide
    14. TopCoder
    15. LeetCode
    16. "Competitive Programming 3" by Steven Halim and Felix Halim

    AI recommended 16 alternatives but never named bobeff/programming-math-science. 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 bobeff/programming-math-science?
    pass
    AI did not name bobeff/programming-math-science — 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 bobeff/programming-math-science in production, what risks or prerequisites should they evaluate first?
    pass
    AI named bobeff/programming-math-science 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 bobeff/programming-math-science solve, and who is the primary audience?
    pass
    AI did not name bobeff/programming-math-science — 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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bobeff/programming-math-science — RepoGEO report