REPOGEO REPORT · LITE

justlovemaki/openclaw-china-docker

Default branch main · commit 5a166a70 · scanned 5/24/2026, 3:18:11 AM

GitHub: 3,773 stars · 459 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 justlovemaki/openclaw-china-docker, 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 H1 to explicitly state 'AI Bot Gateway'
Why:
CURRENT
```
# OpenClaw-China-Docker (暂停更新)
```
COPY-PASTE FIX
```
# OpenClaw-China-Docker: 中国IM平台AI机器人网关 (暂停更新)
```
hightopics#2
Add relevant topics to improve categorization
Why:
COPY-PASTE FIX
```
ai, bot, gateway, docker, chinese-im, feishu, dingtalk, wechat-work, qq-bot, llm-agent
```
mediumabout#3
Add a homepage URL to the repository's 'About' section
Why:
COPY-PASTE FIX
```
[Insert relevant project homepage URL here, e.g., a project website or the main OpenClaw repo]
```

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 justlovemaki/openclaw-china-docker

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

WeChat Official Account Platform (微信公众号平台)

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

WeChat Official Account Platform (微信公众号平台) · recommended 1×
WeCom (企业微信) API · recommended 1×
DingTalk (钉钉) Open Platform · recommended 1×
ByteDance Developer Platform (字节跳动开发者平台) for Douyin/TikTok (抖音/TikTok) · recommended 1×
Baidu Smart Mini Program (百度智能小程序) · recommended 1×

CATEGORY QUERY
How to deploy an AI bot gateway for popular Chinese messaging apps?
you: not recommended
AI recommended (in order):
1. WeChat Official Account Platform (微信公众号平台)
2. WeCom (企业微信) API
3. DingTalk (钉钉) Open Platform
4. ByteDance Developer Platform (字节跳动开发者平台) for Douyin/TikTok (抖音/TikTok)
5. Baidu Smart Mini Program (百度智能小程序)
AI recommended 5 alternatives but never named justlovemaki/openclaw-china-docker. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a Dockerized solution for unified AI agent deployment across diverse chat platforms.
you: not recommended
AI recommended (in order):
1. Botpress
2. Rasa
3. Microsoft Bot Framework
4. LangChain
5. LlamaIndex
6. FastAPI
7. Flask
8. Voiceflow
AI recommended 8 alternatives but never named justlovemaki/openclaw-china-docker. 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 justlovemaki/openclaw-china-docker?
pass
AI did not name justlovemaki/openclaw-china-docker — 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 justlovemaki/openclaw-china-docker in production, what risks or prerequisites should they evaluate first?
pass
AI named justlovemaki/openclaw-china-docker 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 justlovemaki/openclaw-china-docker solve, and who is the primary audience?
pass
AI did not name justlovemaki/openclaw-china-docker — 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?

Embed your GEO score

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MARKDOWN (README)

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justlovemaki/openclaw-china-docker — 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