RRepoGEO

REPOGEO REPORT · LITE

leigest519/OpenGame

Default branch main · commit c54307ef · scanned 5/30/2026, 12:47:08 AM

GitHub: 2,467 stars · 350 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 leigest519/OpenGame, 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
    Update README H1 to clarify project type

    Why:

    CURRENT
    # OpenGame: Open Agentic Coding for Games
    COPY-PASTE FIX
    # OpenGame: An AI Agentic Framework for End-to-End Web Game Creation from Prompts
  • hightopics#2
    Add relevant repository topics

    Why:

    COPY-PASTE FIX
    ai-agents, game-development, web-games, llm, generative-ai, agentic-framework, prompt-to-game
  • mediumhomepage#3
    Add the project homepage URL

    Why:

    COPY-PASTE FIX
    https://www.opengame-project-page.com/

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 leigest519/OpenGame
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT · recommended 1×
  2. Midjourney · recommended 1×
  3. DALL-E 3 · recommended 1×
  4. GitHub Copilot · recommended 1×
  5. Cursor · recommended 1×
  • CATEGORY QUERY
    How can I use AI agents to automate web game development from a high-level prompt?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Midjourney
    3. DALL-E 3
    4. GitHub Copilot
    5. Cursor
    6. Replit AI
    7. Stable Diffusion
    8. Poe
    9. LangChain (langchain-ai/langchain)
    10. AutoGen (microsoft/autogen)

    AI recommended 10 alternatives but never named leigest519/OpenGame. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source frameworks exist for generating playable games directly from natural language descriptions?
    you: not recommended
    AI recommended (in order):
    1. AI Dungeon
    2. TextWorld
    3. Tracery
    4. Wave Function Collapse
    5. Unity
    6. Unreal Engine
    7. OpenAI API
    8. GPT-4

    AI recommended 8 alternatives but never named leigest519/OpenGame. 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 leigest519/OpenGame?
    pass
    AI named leigest519/OpenGame explicitly

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

  • If a team adopts leigest519/OpenGame in production, what risks or prerequisites should they evaluate first?
    pass
    AI named leigest519/OpenGame 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 leigest519/OpenGame solve, and who is the primary audience?
    pass
    AI named leigest519/OpenGame explicitly

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

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leigest519/OpenGame — 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