RRepoGEO

REPOGEO REPORT · LITE

leomaurodesenv/game-datasets

Default branch master · commit 24bf10b5 · scanned 5/9/2026, 8:17:35 PM

GitHub: 1,047 stars · 77 forks

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 leomaurodesenv/game-datasets, 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's opening to clearly state it's a curated list.

    Why:

    CURRENT
    In computer science, Artificial Intelligence (AI) is intelligence demonstrated by machines. Its definition, AI research as the study of "intelligent agents": any device that perceives its environment and takes actions that achieving its goals _Russell et. al (2016)_.
    
    Withal, Data Mining (DM) is the process of discovering patterns in data sets (or datasets) involving methods of machine learning, statistics, and database systems; DM focus on extract the information of datasets _Han (2011)_.
    
    This repository guides work with **Artificial Intelligence** or **Data Mining** in digital games. Find datasets, tools, and materials to build your _application_ or _dataset_.
    COPY-PASTE FIX
    This repository is a curated list of awesome game datasets, tools, and materials specifically for Artificial Intelligence (AI) and Data Mining (DM) in digital games. It helps researchers and developers find relevant resources to build applications or analyze game data.
  • mediumhomepage#2
    Add a homepage URL to the repository settings.

    Why:

    COPY-PASTE FIX
    https://github.com/leomaurodesenv/game-datasets
  • lowreadme#3
    Add a 'Why use this list?' section to the README.

    Why:

    COPY-PASTE FIX
    ### Why use this list?
    
    Navigating vast data platforms or generic search engines for specific game-related datasets can be time-consuming. This list provides a focused, pre-vetted collection, saving you time and effort in finding high-quality data for your AI and data mining projects.

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 leomaurodesenv/game-datasets
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Kaggle
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Kaggle · recommended 2×
  2. UCI Machine Learning Repository · recommended 2×
  3. openai/gym · recommended 1×
  4. Google Dataset Search · recommended 1×
  5. Google Scholar · recommended 1×
  • CATEGORY QUERY
    Where can I find curated game datasets for machine learning and AI research?
    you: not recommended
    AI recommended (in order):
    1. Kaggle
    2. UCI Machine Learning Repository
    3. OpenAI Gym (openai/gym)
    4. Google Dataset Search
    5. Google Scholar
    6. arXiv
    7. Hugging Face Datasets (huggingface/datasets)
    8. Dota 2
    9. League of Legends

    AI recommended 9 alternatives but never named leomaurodesenv/game-datasets. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What resources offer game data for developing AI agents or data mining applications?
    you: not recommended
    AI recommended (in order):
    1. Kaggle
    2. OpenAI Gym
    3. UCI Machine Learning Repository
    4. StarCraft II Learning Environment
    5. OpenDota API
    6. Stratz API
    7. League of Legends API
    8. SteamSpy
    9. Steam Web API

    AI recommended 9 alternatives but never named leomaurodesenv/game-datasets. 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 leomaurodesenv/game-datasets?
    pass
    AI did not name leomaurodesenv/game-datasets — 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 leomaurodesenv/game-datasets in production, what risks or prerequisites should they evaluate first?
    pass
    AI named leomaurodesenv/game-datasets 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 leomaurodesenv/game-datasets solve, and who is the primary audience?
    pass
    AI did not name leomaurodesenv/game-datasets — 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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