RRepoGEO

REPOGEO REPORT · LITE

Nearcyan/vibecraft

Default branch main · commit 8278a4bc · scanned 6/26/2026, 6:32:28 AM

GitHub: 1,411 stars · 231 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 Nearcyan/vibecraft, 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 first sentence to clarify its purpose

    Why:

    CURRENT
    Manage Claude Code in style!
    COPY-PASTE FIX
    Vibecraft is a desktop application that enhances your local Claude Code experience with visual feedback (spatial audio, animations) and improved session management.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-coding-assistant, claude-code, visual-feedback, spatial-audio, session-management, developer-tools, productivity
  • mediumhomepage#3
    Add the project's homepage URL

    Why:

    COPY-PASTE FIX
    https://vibecraft.sh

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 Nearcyan/vibecraft
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Unity
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Unity · recommended 1×
  2. Unreal Engine · recommended 1×
  3. Godot Engine · recommended 1×
  4. OpenAI Gym · recommended 1×
  5. Pygame · recommended 1×
  • CATEGORY QUERY
    What tools provide visual feedback and spatial audio for local AI coding assistants?
    you: not recommended
    AI recommended (in order):
    1. Unity
    2. Unreal Engine
    3. Godot Engine
    4. OpenAI Gym
    5. Pygame
    6. Pyglet
    7. Panda3D
    8. OpenAL-Soft
    9. PyOpenAL
    10. FMOD
    11. PyFMOD
    12. Three.js
    13. Babylon.js
    14. Web Audio API
    15. Flask
    16. FastAPI
    17. Processing
    18. Minim
    19. Sound
    20. Max/MSP
    21. Pure Data

    AI recommended 21 alternatives but never named Nearcyan/vibecraft. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to enhance local AI coding assistant experience with better session management?
    you: not recommended
    AI recommended (in order):
    1. Continue.dev (continue-dev/continue)
    2. Cursor
    3. Open Interpreter (OpenInterpreter/Open-Interpreter)
    4. LiteLLM (BerriAI/litellm)
    5. VS Code Workspaces
    6. Jupyter Notebooks
    7. VS Code Interactive Windows
    8. Obsidian
    9. Smart Connections (brian-childress/obsidian-smart-connections)
    10. Text Generator (nhaouari/obsidian-text-generator)

    AI recommended 10 alternatives but never named Nearcyan/vibecraft. 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 Nearcyan/vibecraft?
    pass
    AI named Nearcyan/vibecraft explicitly

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

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

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

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Nearcyan/vibecraft — 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