RRepoGEO

REPOGEO REPORT · LITE

kurong00/GameProgramBooks

Default branch master · commit f6150004 · scanned 5/26/2026, 2:53:17 PM

GitHub: 1,759 stars · 361 forks

AI VISIBILITY SCORE
17 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 kurong00/GameProgramBooks, 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 and opening paragraph to clarify content type

    Why:

    CURRENT
    # GameProgram E-Book

E-books collected according to Milo Yip's learning path
    COPY-PASTE FIX
    # Curated Game Programming E-Book Collection

A comprehensive collection of e-books organized according to Milo Yip's recommended learning path for aspiring game programmers.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    game-development, game-programming, computer-science, programming-books, learning-path, ebook-collection, milo-yip
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the full text of the MIT License.

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 kurong00/GameProgramBooks
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Reddit r/gamedev
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Reddit r/gamedev · recommended 2×
  2. C# · recommended 1×
  3. Unity · recommended 1×
  4. Python · recommended 1×
  5. Pygame · recommended 1×
  • CATEGORY QUERY
    What is a recommended learning path for aspiring game developers, including essential books?
    you: not recommended
    AI recommended (in order):
    1. C#
    2. Unity
    3. Python
    4. Pygame
    5. Godot
    6. GDScript
    7. C++
    8. Unreal Engine
    9. Unity Learn
    10. Udemy
    11. GameDev.tv
    12. Unreal Online Learning
    13. Git
    14. GitHub
    15. GitLab
    16. Bitbucket
    17. OpenGL
    18. Vulkan
    19. DirectX
    20. learnopengl.com
    21. Ludum Dare
    22. Global Game Jam
    23. GDC
    24. PAX
    25. Reddit r/gamedev
    26. Discord

    AI recommended 26 alternatives but never named kurong00/GameProgramBooks. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for curated book lists covering computer science and programming for game development.
    you: not recommended
    AI recommended (in order):
    1. Game Programming Patterns
    2. GameDeveloper.com
    3. Stack Overflow
    4. Game Development Stack Exchange
    5. The Cherno's YouTube Channel
    6. Discord Community
    7. Game Engine Architecture
    8. Reddit r/gamedev
    9. Reddit r/programming
    10. Amazon.com
    11. Goodreads

    AI recommended 11 alternatives but never named kurong00/GameProgramBooks. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 kurong00/GameProgramBooks?
    pass
    AI did not name kurong00/GameProgramBooks — 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 kurong00/GameProgramBooks in production, what risks or prerequisites should they evaluate first?
    pass
    AI named kurong00/GameProgramBooks 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 kurong00/GameProgramBooks solve, and who is the primary audience?
    pass
    AI did not name kurong00/GameProgramBooks — 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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kurong00/GameProgramBooks — 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