RRepoGEO

REPOGEO REPORT · LITE

luolin-ai/Dify-Enterprise-WeChat-bot

Default branch main · commit c90f2dfa · scanned 6/12/2026, 4:12:15 PM

GitHub: 637 stars · 99 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 luolin-ai/Dify-Enterprise-WeChat-bot, 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 its role as a complete solution

    Why:

    CURRENT
    欢迎来到 **Dify-企业微信机器人** 仓库！这是一个专为企业微信设计的知识库聊天机器人，利用 Dify API 增强其功能。兼容企业微信最新版本 4.1.13.6009，特别是针对外部群组的新功能。
    COPY-PASTE FIX
    欢迎来到 **Dify-企业微信机器人** 仓库！这是一个基于 Dify 平台构建的**企业微信知识库机器人解决方案**，能够自动回复企业微信中的私聊和群聊消息，并支持上下文记忆和白名单控制。它利用 Dify API 增强其功能，并兼容企业微信最新版本 4.1.13.6009，特别是针对外部群组的新功能。
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    dify, wechat-bot, enterprise-wechat, chatbot, knowledge-base, ai-assistant, corporate-communication, internal-tools, automation
  • mediumreadme#3
    Add a section to README clarifying the license status

    Why:

    COPY-PASTE FIX
    ## 📄 许可

本项目包含一个 `LICENSE` 文件，但其并非标准 SPDX 模板。请查阅该文件以了解具体的许可条款。

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 luolin-ai/Dify-Enterprise-WeChat-bot
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 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 2×
  2. Microsoft Copilot Studio · recommended 1×
  3. Azure OpenAI Service · recommended 1×
  4. Google Dialogflow CX · recommended 1×
  5. Google Cloud's Vertex AI · recommended 1×
  • CATEGORY QUERY
    How can I deploy an intelligent knowledge base chatbot for my company's internal chat platform?
    you: not recommended
    AI recommended (in order):
    1. Microsoft Copilot Studio
    2. Azure OpenAI Service
    3. Google Dialogflow CX
    4. Google Cloud's Vertex AI
    5. LangChain
    6. LlamaIndex
    7. OpenAI API
    8. Botpress
    9. Rasa
    10. Intercom
    11. Zendesk Answer Bot

    AI recommended 11 alternatives but never named luolin-ai/Dify-Enterprise-WeChat-bot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a private and group chat AI assistant with context memory for corporate communication.
    you: not recommended
    AI recommended (in order):
    1. Microsoft Copilot for Microsoft 365
    2. Slack AI
    3. OpenAI API
    4. Google Gemini for Google Workspace
    5. Zoom AI Companion
    6. Llama 3
    7. Mistral
    8. Intercom Fin

    AI recommended 8 alternatives but never named luolin-ai/Dify-Enterprise-WeChat-bot. 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 luolin-ai/Dify-Enterprise-WeChat-bot?
    pass
    AI did not name luolin-ai/Dify-Enterprise-WeChat-bot — 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 luolin-ai/Dify-Enterprise-WeChat-bot in production, what risks or prerequisites should they evaluate first?
    pass
    AI named luolin-ai/Dify-Enterprise-WeChat-bot 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 luolin-ai/Dify-Enterprise-WeChat-bot solve, and who is the primary audience?
    pass
    AI did not name luolin-ai/Dify-Enterprise-WeChat-bot — 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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luolin-ai/Dify-Enterprise-WeChat-bot — 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