RRepoGEO

REPOGEO REPORT · LITE

martin226/vibe-draw

Default branch main · commit c75689df · scanned 6/30/2026, 11:48:04 PM

GitHub: 2,095 stars · 290 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
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 martin226/vibe-draw, 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 H1 to explicitly state AI-powered 2D-to-3D generation

    Why:

    CURRENT
    <h1 align="center">Vibe Draw - Cursor for 3D Modeling</h1>
    COPY-PASTE FIX
    <h1 align="center">Vibe Draw - AI-Powered 2D Sketch to 3D World Generation</h1>
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai, generative-ai, 2d-to-3d, 3d-modeling, web-app, nextjs, fastapi, threejs, tldraw
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://[YOUR-VIBE-DRAW-DEMO-URL-HERE]

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 martin226/vibe-draw
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Kaedim
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Kaedim · recommended 2×
  2. Luma AI · recommended 2×
  3. Blender · recommended 2×
  4. Dream Textures · recommended 2×
  5. Alpha3D · recommended 2×
  • CATEGORY QUERY
    How can I convert rough 2D drawings into detailed 3D models using AI?
    you: not recommended
    AI recommended (in order):
    1. SketchUp
    2. Scan to Design
    3. SketchUp Diffusion
    4. Kaedim
    5. Masterpiece Studio
    6. Luma AI
    7. Spline AI
    8. Blender
    9. Dream Textures
    10. Alpha3D
    11. NVIDIA GET3D
    12. Instant NGP

    AI recommended 12 alternatives but never named martin226/vibe-draw. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help generate 3D assets from simple sketches for web applications?
    you: not recommended
    AI recommended (in order):
    1. Sketchfab
    2. Spline
    3. Blockade Labs
    4. Luma AI
    5. Kaedim
    6. Blender
    7. Alpha3D
    8. Dream Textures
    9. Three.js
    10. Babylon.js
    11. Meshy AI
    12. Adobe Substance 3D Sampler

    AI recommended 12 alternatives but never named martin226/vibe-draw. 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 martin226/vibe-draw?
    pass
    AI named martin226/vibe-draw explicitly

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

  • If a team adopts martin226/vibe-draw in production, what risks or prerequisites should they evaluate first?
    pass
    AI named martin226/vibe-draw 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 martin226/vibe-draw solve, and who is the primary audience?
    pass
    AI named martin226/vibe-draw explicitly

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

Embed your GEO score

Drop this badge into the README of martin226/vibe-draw. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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martin226/vibe-draw — 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