RRepoGEO

REPOGEO REPORT · LITE

KsanaDock/Microverse

Default branch main · commit 7a061d41 · scanned 5/30/2026, 3:52:48 AM

GitHub: 2,335 stars · 391 forks

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 KsanaDock/Microverse, 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
    Add a concise English project description to the top of the main README.md

    Why:

    CURRENT
    The main README.md currently starts with # Microverse followed by language links and a commercial link, then a Chinese description.
    COPY-PASTE FIX
    # Microverse

A god-simulation sandbox game built on Godot 4 as a multi-agent AI social simulation system. In this virtual world, AI characters possess independent thinking and memory, capable of autonomous social interactions, task completion, and developing complex social relationships through continuous communication.

**中文** | [English](README_EN.md)
  • mediumtopics#2
    Expand repository topics with more game-specific keywords

    Why:

    CURRENT
    ai-game, ai-world-simulation, godot, multi-agent
    COPY-PASTE FIX
    ai-game, ai-world-simulation, godot, multi-agent, godot-game, simulation-game, sandbox-game, ai-characters, social-simulation
  • lowhomepage#3
    Add the project homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    https://www.ksanadock.com

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 KsanaDock/Microverse
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GDScript
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GDScript · recommended 1×
  2. GDBehaviorTree · recommended 1×
  3. GDQuest's State Machine · recommended 1×
  4. Godot Utility AI · recommended 1×
  5. NavigationServer2D · recommended 1×
  • CATEGORY QUERY
    How to create a multi-agent AI social simulation game using Godot?
    you: not recommended
    AI recommended (in order):
    1. GDScript
    2. GDBehaviorTree
    3. GDQuest's State Machine
    4. Godot Utility AI
    5. NavigationServer2D
    6. NavigationServer3D
    7. JSON
    8. CSV

    AI recommended 8 alternatives but never named KsanaDock/Microverse. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a framework to build autonomous AI characters with persistent memory and social interaction.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. AutoGen
    4. OpenAI Assistants API
    5. Haystack
    6. Rasa

    AI recommended 6 alternatives but never named KsanaDock/Microverse. 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 KsanaDock/Microverse?
    pass
    AI named KsanaDock/Microverse explicitly

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

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

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

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KsanaDock/Microverse — 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