RRepoGEO

REPOGEO REPORT · LITE

Roblox/cube

Default branch main · commit 3c6d06dd · scanned 7/1/2026, 3:32:16 PM

GitHub: 1,185 stars · 124 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 Roblox/cube, 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 paragraph for direct clarity

    Why:

    CURRENT
    Foundation models trained on vast amounts of data have demonstrated remarkable reasoning and generation capabilities in the domains of text, images, audio and video. Our goal is to build such a foundation model for 3D intelligence, a model that can support developers in producing all aspects of a Roblox experience, from generating 3D objects and scenes to rigging characters for animation to producing programmatic scripts describing object behaviors.
    COPY-PASTE FIX
    Roblox/cube is a generative AI system for 3D intelligence, developing foundation models to support developers in producing all aspects of a Roblox experience, from generating 3D objects and scenes to rigging characters for animation to producing programmatic scripts describing object behaviors.
  • mediumhomepage#2
    Add a homepage URL to the About section

    Why:

    COPY-PASTE FIX
    https://cubepart.github.io/
  • lowlicense#3
    Clarify the license in the README

    Why:

    COPY-PASTE FIX
    Add a section like: '## License
This project is licensed under [specify license name(s) and terms, e.g., 'a custom license as detailed in the LICENSE file' or 'a combination of Apache 2.0 and MIT licenses']. Please refer to the [LICENSE](LICENSE) file for full details.'

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 Roblox/cube
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. Masterpiece Studio · recommended 2×
  3. DreamFusion · recommended 2×
  4. GET3D · recommended 2×
  5. Blockade Labs Skybox AI · recommended 1×
  • CATEGORY QUERY
    What are the best generative AI systems for creating 3D models and scenes?
    you: not recommended
    AI recommended (in order):
    1. Blockade Labs Skybox AI
    2. Luma AI
    3. Spline AI
    4. Masterpiece Studio
    5. NVIDIA Instant NeRF
    6. DreamFusion
    7. GET3D

    AI recommended 7 alternatives but never named Roblox/cube. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I generate 3D objects with open-vocabulary and part-level control?
    you: not recommended
    AI recommended (in order):
    1. DreamFusion
    2. Magic3D
    3. Stable Diffusion
    4. MVDream
    5. Zero123
    6. Shap-E
    7. Point-E
    8. GET3D
    9. Luma AI
    10. Meshy
    11. Masterpiece Studio
    12. SAM

    AI recommended 12 alternatives but never named Roblox/cube. 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 Roblox/cube?
    pass
    AI named Roblox/cube explicitly

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

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

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

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Roblox/cube — 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