RRepoGEO

REPOGEO REPORT · LITE

htdt/godogen

Default branch master · commit eecb493a · scanned 5/9/2026, 8:47:40 AM

GitHub: 3,130 stars · 288 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 htdt/godogen, 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
    Add explicit clarification that Godogen is not a Go language tool

    Why:

    COPY-PASTE FIX
    Despite its name, Godogen is *not* a Go language tool; it's an autonomous game development system for the Godot and Bevy engines.
  • mediumreadme#2
    Refine the opening paragraph to emphasize AI-driven game repository generation

    Why:

    CURRENT
    Describe a game. Godogen plans it, writes the code, generates assets, runs the engine, checks screenshots, and fixes what looks wrong. This repo is not a game. It is the source for a generator that produces games: **godogen -> game repo -> game**.
    COPY-PASTE FIX
    Godogen is an autonomous AI system that transforms text descriptions into complete, playable game repositories for Godot and Bevy. It plans, codes, generates assets, runs the engine, and self-corrects based on visual feedback, acting as a game-repo generator rather than a game itself.
  • lowtopics#3
    Add more specific AI game development topics

    Why:

    CURRENT
    claude, claude-code, claude-code-skill, codex, codex-cli, codex-skill, game-development, godot, godot4, skills
    COPY-PASTE FIX
    ai-game-development, generative-ai-games, autonomous-game-dev, claude, claude-code, claude-code-skill, codex, codex-cli, codex-skill, game-development, godot, godot4, skills

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 htdt/godogen
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Luma AI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Luma AI · recommended 2×
  2. Unreal Engine · recommended 2×
  3. OpenAI GPT-4 / GPT-3.5 Turbo · recommended 1×
  4. Google Gemini (Pro/Ultra) · recommended 1×
  5. huggingface/transformers · recommended 1×
  • CATEGORY QUERY
    How can I automate game creation from a text description using AI?
    you: not recommended
    AI recommended (in order):
    1. OpenAI GPT-4 / GPT-3.5 Turbo
    2. Google Gemini (Pro/Ultra)
    3. Hugging Face Transformers (huggingface/transformers)
    4. Midjourney
    5. Stable Diffusion
    6. Blockade Labs Skybox AI
    7. Luma AI
    8. Spline AI
    9. OpenAI Codex
    10. GitHub Copilot (github/copilot)
    11. Unity
    12. Unreal Engine
    13. Godot Engine (godotengine/godot)

    AI recommended 13 alternatives but never named htdt/godogen. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools exist for AI-driven game logic and asset generation with visual feedback?
    you: not recommended
    AI recommended (in order):
    1. Unity ML-Agents (Unity-Technologies/ml-agents)
    2. Unreal Engine
    3. GANs for Unreal
    4. StyleGAN for Unreal
    5. RunwayML
    6. Artbreeder
    7. DeepMotion
    8. DreamFusion
    9. Luma AI
    10. TensorFlow.js (tensorflow/tfjs)
    11. PyTorch (pytorch/pytorch)

    AI recommended 11 alternatives but never named htdt/godogen. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 htdt/godogen?
    pass
    AI named htdt/godogen explicitly

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

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

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

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