REPOGEO REPORT · LITE

4thfever/cultivation-world-simulator

Default branch main · commit fb574cf2 · scanned 5/25/2026, 4:27:23 PM

GitHub: 1,689 stars · 192 forks

AI VISIBILITY SCORE

22 /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

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 4thfever/cultivation-world-simulator, 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 opening to clarify it's a game for players

Why:

CURRENT

> **你将作为“天道”，观察一个由规则系统与 AI 共同驱动的修仙世界模拟器自行演化。**

COPY-PASTE FIX

> **沉浸式体验《修仙世界模拟器》：一个由 AI Agent 驱动的开放世界修仙游戏。你将作为“天道”，观察并微妙干预这个自行演化的仙侠世界。**
> **Immerse yourself in Cultivation World Simulator: an open-world Xianxia game driven by AI Agents. As the 'Heavenly Dao,' you observe and subtly influence this self-evolving world.**

mediumhomepage#2
Add homepage URL to repository About section
Why:
COPY-PASTE FIX
```
https://store.epicgames.com/p/ai-cultivation-world-simulator-adebb8
```

lowlicense#3

Clarify the existing license(s) in the README

Why:

COPY-PASTE FIX

## 📜 许可协议

本项目采用 [此处填写具体许可证名称，例如：自定义许可证，允许非商业使用和二次创作，详情请参阅 LICENSE 文件]。

## 📜 License

This project is licensed under [Specify license name here, e.g., a custom license allowing non-commercial use and derivative works; see the LICENSE file for 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 4thfever/cultivation-world-simulator

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Unity ML-Agents

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Unity ML-Agents · recommended 1×
OpenAI Gym / Gymnasium · recommended 1×
PyBullet · recommended 1×
MuJoCo · recommended 1×
DeepMind Lab · recommended 1×

CATEGORY QUERY
Looking for an open-source project to simulate a dynamic world using AI agents.
you: not recommended
AI recommended (in order):
1. Unity ML-Agents
2. OpenAI Gym / Gymnasium
3. PyBullet
4. MuJoCo
5. DeepMind Lab
6. Quake III Arena engine
7. Minetest
8. Minecraft
9. Godot Engine
10. Mesa
AI recommended 10 alternatives but never named 4thfever/cultivation-world-simulator. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools help build a text-based cultivation world simulation with autonomous AI characters?
you: not recommended
AI recommended (in order):
1. Inworld AI
2. OpenAI's GPT-4
3. Anthropic's Claude 3
4. LangChain
5. LlamaIndex
6. Python
7. NLTK
8. SpaCy
9. Twine
10. Ren'Py
AI recommended 10 alternatives but never named 4thfever/cultivation-world-simulator. 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 4thfever/cultivation-world-simulator?
pass
AI did not name 4thfever/cultivation-world-simulator — 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 4thfever/cultivation-world-simulator in production, what risks or prerequisites should they evaluate first?
pass
AI named 4thfever/cultivation-world-simulator 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 4thfever/cultivation-world-simulator solve, and who is the primary audience?
pass
AI did not name 4thfever/cultivation-world-simulator — 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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MARKDOWN (README)

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4thfever/cultivation-world-simulator — 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