RRepoGEO

REPOGEO REPORT · LITE

Besty0728/Unity-Skills

Default branch main · commit 482f08c8 · scanned 5/28/2026, 7:52:16 AM

GitHub: 1,111 stars · 116 forks

AI VISIBILITY SCORE
27 /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
1 / 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 Besty0728/Unity-Skills, 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 specify its engine nature

    Why:

    CURRENT
    # 🎮 UnitySkills
    COPY-PASTE FIX
    # 🎮 UnitySkills: AI-driven Unity Editor Automation Engine
  • mediumtopics#2
    Add more specific topics for automation and editor control

    Why:

    CURRENT
    ai, antygravity-ai, chatgpt, claude, claudecode, codex, gemini-cli, geminicli, skill, unity, unity3d
    COPY-PASTE FIX
    ai, antygravity-ai, chatgpt, claude, claudecode, codex, gemini-cli, geminicli, skill, unity, unity3d, unity-editor-automation, ai-automation, rest-api, editor-extension, unity-tool
  • mediumreadme#3
    Add a clear 'What is UnitySkills?' section to clarify its purpose

    Why:

    COPY-PASTE FIX
    ## What is UnitySkills?
UnitySkills is a robust, production-ready engine that enables AI to directly control the Unity Editor via a comprehensive REST API. Unlike simple code examples or ML frameworks, UnitySkills provides a transactional, skill-based automation toolkit for complex scene manipulation and workflow automation.

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 Besty0728/Unity-Skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 1×
  2. Unity ML-Agents Toolkit · recommended 1×
  3. Barracuda · recommended 1×
  4. Unity Perception Package · recommended 1×
  5. OpenAI Gym · recommended 1×
  • CATEGORY QUERY
    How can I use AI to automate tasks within the Unity editor?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API

    AI recommended 1 alternative but never named Besty0728/Unity-Skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools enable AI to directly manipulate 3D scenes in Unity?
    you: not recommended
    AI recommended (in order):
    1. Unity ML-Agents Toolkit
    2. Barracuda
    3. Unity Perception Package
    4. OpenAI Gym
    5. TensorFlow.NET / TorchSharp

    AI recommended 5 alternatives but never named Besty0728/Unity-Skills. 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 Besty0728/Unity-Skills?
    pass
    AI did not name Besty0728/Unity-Skills — likely talking about a different project

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

  • If a team adopts Besty0728/Unity-Skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Besty0728/Unity-Skills 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 Besty0728/Unity-Skills solve, and who is the primary audience?
    pass
    AI did not name Besty0728/Unity-Skills — likely talking about a different project

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

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Besty0728/Unity-Skills — 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