RRepoGEO

REPOGEO REPORT · LITE

bestony/ChatGPT-Feishu

Default branch master · commit b962b98d · scanned 6/18/2026, 10:46:49 PM

GitHub: 1,164 stars · 275 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 bestony/ChatGPT-Feishu, 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
  • hightopics#1
    Add specific topics to the repository

    Why:

    COPY-PASTE FIX
    feishu, lark, chatgpt, openai, chatbot, ai-assistant, nodejs, enterprise-messaging, collaboration-platform
  • highreadme#2
    Reposition the README's opening paragraph

    Why:

    CURRENT
    # ChatGPT-Feishu
给飞书用户准备的 ChatGPT 机器人。视频演示如下，生成略慢，请耐心等待~
    COPY-PASTE FIX
    # ChatGPT-Feishu: Your AI Assistant for Feishu (Lark Suite)
Seamlessly integrate ChatGPT's powerful AI capabilities directly into your Feishu (Lark Suite) workspace. This project provides a ready-to-deploy Node.js bot, enabling your team to leverage AI assistance within their enterprise communication platform.
  • mediumabout#3
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    https://youtu.be/axvH1D0Dhnk

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 bestony/ChatGPT-Feishu
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Microsoft Azure OpenAI Service
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Microsoft Azure OpenAI Service · recommended 1×
  2. OpenAI API · recommended 1×
  3. Google Cloud Vertex AI · recommended 1×
  4. Anthropic Claude · recommended 1×
  5. Hugging Face · recommended 1×
  • CATEGORY QUERY
    How to integrate a large language model assistant into an enterprise messaging application?
    you: not recommended
    AI recommended (in order):
    1. Microsoft Azure OpenAI Service
    2. OpenAI API
    3. Google Cloud Vertex AI
    4. Anthropic Claude
    5. Hugging Face
    6. Hugging Face Transformers library
    7. AWS SageMaker
    8. Azure Machine Learning
    9. Cohere
    10. Slack API
    11. Microsoft Teams Bot Framework
    12. Twilio

    AI recommended 12 alternatives but never named bestony/ChatGPT-Feishu. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Node.js solution to build an AI chatbot for team collaboration platforms.
    you: not recommended
    AI recommended (in order):
    1. Botpress
    2. Microsoft Bot Framework
    3. Botkit
    4. Rasa
    5. Dialogflow
    6. Wit.ai

    AI recommended 6 alternatives but never named bestony/ChatGPT-Feishu. 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 bestony/ChatGPT-Feishu?
    pass
    AI did not name bestony/ChatGPT-Feishu — 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 bestony/ChatGPT-Feishu in production, what risks or prerequisites should they evaluate first?
    pass
    AI named bestony/ChatGPT-Feishu 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 bestony/ChatGPT-Feishu solve, and who is the primary audience?
    pass
    AI did not name bestony/ChatGPT-Feishu — 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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  • Brand-free category queries5 vs 2 in Lite
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