RRepoGEO

REPOGEO REPORT · LITE

htdt/godogen

Default branch master · commit 51954f9f · scanned 6/19/2026, 4:03:21 AM

GitHub: 3,472 stars · 307 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
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
    Reposition README's opening to explicitly state its domain and clarify what it is not

    Why:

    CURRENT
    # Godogen Autonomous game development for Godot, Bevy, and Babylon.js with Claude Code and Codex.
    COPY-PASTE FIX
    # Godogen: Autonomous AI Game Development for Godot, Bevy, and Babylon.js (NOT a Go API generator)
  • mediumtopics#2
    Add missing game engine and AI-related topics

    Why:

    CURRENT
    claude, claude-code, claude-code-skill, codex, codex-cli, codex-skill, game-development, godot, godot4, skills
    COPY-PASTE FIX
    ai-agents, autonomous-agents, game-generation, procedural-generation, code-generation, game-development, godot, godot4, bevy, babylonjs, claude, codex, ai-code-generation, game-ai, skills
  • lowabout#3
    Update the repository description to include all supported engines and emphasize autonomous generation

    Why:

    CURRENT
    Autonomous game development for Godot and Bevy with Claude Code and Codex
    COPY-PASTE FIX
    Autonomous AI game development for Godot, Bevy, and Babylon.js: describe a game, and AI agents like Claude Code and Codex generate code and assets.

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
GPT-4
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GPT-4 · recommended 2×
  2. Unity · recommended 1×
  3. Unity-Technologies/ml-agents · recommended 1×
  4. Unreal Engine · recommended 1×
  5. OpenAI API · recommended 1×
  • CATEGORY QUERY
    How can I automate game creation from a description using AI agents?
    you: not recommended
    AI recommended (in order):
    1. Unity
    2. ML-Agents (Unity-Technologies/ml-agents)
    3. Unreal Engine
    4. OpenAI API
    5. GPT-4
    6. DALL-E 3
    7. Godot Engine (godotengine/godot)
    8. Stable Diffusion
    9. Midjourney
    10. RunwayML
    11. Ray RLib (ray-project/ray)
    12. Stable Baselines3 (DLR-RM/stable-baselines3)

    AI recommended 12 alternatives but never named htdt/godogen. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to generate game code and assets automatically for various game engines?
    you: not recommended
    AI recommended (in order):
    1. Wave Function Collapse
    2. Marching Cubes/Squares
    3. L-Systems
    4. Blender
    5. Geometry Nodes
    6. Python API
    7. Substance Designer
    8. ChatGPT
    9. GPT-4
    10. Claude 3
    11. MapMagic 2
    12. Houdini Engine

    AI recommended 12 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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htdt/godogen — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite