RRepoGEO

REPOGEO REPORT · LITE

allenai/Holodeck

Default branch main · commit 362b8ed9 · scanned 6/2/2026, 6:03:16 AM

GitHub: 550 stars · 65 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 allenai/Holodeck, 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 H1 to clearly state Holodeck's function as a tool

    Why:

    CURRENT
    <h2 align="center"><br/>Language Guided Generation of 3D Embodied AI Environments<br></h2>
    COPY-PASTE FIX
    # Holodeck: A Framework for Language-Guided 3D Embodied AI Environment Generation

Holodeck provides a powerful platform for researchers to create diverse and interactive 3D simulation environments using natural language descriptions, built on AI2-THOR.
  • mediumtopics#2
    Add more specific topics to reinforce Holodeck's niche

    Why:

    CURRENT
    3d-environment, ai2-thor, generative-ai, large-language-models, text-to-3d, unity
    COPY-PASTE FIX
    3d-environment, ai2-thor, generative-ai, large-language-models, text-to-3d, unity, embodied-ai, scene-generation, ai-simulation
  • lowreadme#3
    Add a 'Quick Start' or 'Usage' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section titled `## Quick Start` or `## Usage` immediately after the `## Data` section, including a minimal Python code example that demonstrates generating a 3D environment from a natural language description.

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 allenai/Holodeck
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Unity
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Unity · recommended 2×
  2. Unreal Engine · recommended 2×
  3. Blender · recommended 2×
  4. Isaac Sim · recommended 2×
  5. Unity-Technologies/ml-agents · recommended 1×
  • CATEGORY QUERY
    How to generate 3D embodied AI environments using natural language descriptions?
    you: not recommended
    AI recommended (in order):
    1. Unity
    2. Unity ML-Agents (Unity-Technologies/ml-agents)
    3. OpenAI Gym (openai/gym)
    4. NVIDIA Omniverse
    5. GPT-4
    6. Claude 3 Opus
    7. Unreal Engine
    8. Habitat (facebookresearch/habitat-lab)
    9. Blender
    10. USD Composer
    11. Isaac Sim
    12. DreamFusion
    13. Magic3D

    AI recommended 13 alternatives but never named allenai/Holodeck. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help create diverse 3D simulation environments for training embodied AI agents?
    you: not recommended
    AI recommended (in order):
    1. Unity
    2. Unreal Engine
    3. Isaac Sim
    4. Habitat
    5. MuJoCo
    6. Blender
    7. Gazebo

    AI recommended 7 alternatives but never named allenai/Holodeck. 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 allenai/Holodeck?
    pass
    AI named allenai/Holodeck explicitly

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

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

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

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allenai/Holodeck — 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