RRepoGEO

REPOGEO REPORT · LITE

wong2/weixin-agent-sdk

Default branch main · commit c05f6842 · scanned 5/24/2026, 10:53:32 PM

GitHub: 1,161 stars · 129 forks

AI VISIBILITY SCORE
28 /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
2 / 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 wong2/weixin-agent-sdk, 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

2 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 'any AI agent to WeChat'

    Why:

    CURRENT
    > 本项目非微信官方项目，代码由 @tencent-weixin/openclaw-weixin 改造而来，仅供学习交流使用。
微信 AI Agent 桥接框架 —— 通过简单的 Agent 接口，将任意 AI 后端接入微信。
    COPY-PASTE FIX
    A bridge framework to connect *any* AI Agent backend to WeChat (personal/public accounts).
> 本项目非微信官方项目，代码由 @tencent-weixin/openclaw-weixin 改造而来，仅供学习交流使用。
微信 AI Agent 桥接框架 —— 通过简单的 Agent 接口，将任意 AI 后端接入微信（支持个人号/公众号）。
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/wong2/weixin-agent-sdk#readme (or a dedicated documentation/project site if available)

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 wong2/weixin-agent-sdk
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
WeChat Official Account API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. WeChat Official Account API · recommended 1×
  2. WeChat Mini Program · recommended 1×
  3. Tencent Cloud AI Services · recommended 1×
  4. Weixin Open Platform · recommended 1×
  5. Youzan · recommended 1×
  • CATEGORY QUERY
    How to connect any AI backend or agent service to WeChat for chat interactions?
    you: not recommended
    AI recommended (in order):
    1. WeChat Official Account API
    2. WeChat Mini Program
    3. Tencent Cloud AI Services
    4. Weixin Open Platform
    5. Youzan
    6. LangChain
    7. LlamaIndex

    AI recommended 7 alternatives but never named wong2/weixin-agent-sdk. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What framework allows integrating custom AI chatbot logic into the WeChat platform?
    you: not recommended
    AI recommended (in order):
    1. Rasa
    2. Microsoft Bot Framework
    3. Google Dialogflow
    4. OpenAI API
    5. Amazon Lex
    6. Botpress

    AI recommended 6 alternatives but never named wong2/weixin-agent-sdk. 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 wong2/weixin-agent-sdk?
    pass
    AI did not name wong2/weixin-agent-sdk — 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 wong2/weixin-agent-sdk in production, what risks or prerequisites should they evaluate first?
    pass
    AI named wong2/weixin-agent-sdk 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 wong2/weixin-agent-sdk solve, and who is the primary audience?
    pass
    AI named wong2/weixin-agent-sdk explicitly

    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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wong2/weixin-agent-sdk — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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