RRepoGEO

REPOGEO REPORT · LITE

m1heng/clawdbot-feishu

Default branch main · commit b07885b7 · scanned 5/13/2026, 1:31:47 AM

GitHub: 4,284 stars · 454 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 m1heng/clawdbot-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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Add a concise description to the repository's About section

    Why:

    COPY-PASTE FIX
    Feishu/Lark channel plugin for OpenClaw, enabling AI chatbot functionality within Feishu messaging applications.
  • mediumreadme#2
    Refine README's opening sentence to emphasize AI chatbot integration

    Why:

    CURRENT
    Feishu/Lark (飞书) channel plugin for OpenClaw.
    COPY-PASTE FIX
    This is a Feishu/Lark (飞书) channel plugin for OpenClaw, designed to integrate AI chatbot functionality directly into Feishu messaging applications.

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 m1heng/clawdbot-feishu
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. Feishu Bot Platform · recommended 1×
  3. Google Cloud Dialogflow CX/ES · recommended 1×
  4. Microsoft Azure Bot Service · recommended 1×
  5. Azure OpenAI Service · recommended 1×
  • CATEGORY QUERY
    How to integrate AI chatbot functionality into a Feishu messaging application?
    you: not recommended
    AI recommended (in order):
    1. Feishu Bot Platform
    2. OpenAI API
    3. Google Cloud Dialogflow CX/ES
    4. Microsoft Azure Bot Service
    5. Azure OpenAI Service
    6. Hugging Face Transformers (huggingface/transformers)
    7. Feishu Gadgets
    8. Zapier
    9. Make
    10. Rasa (RasaHQ/rasa)

    AI recommended 10 alternatives but never named m1heng/clawdbot-feishu. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tools for building custom AI agents or bots for enterprise chat platforms like Lark.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. Microsoft Bot Framework
    3. Rasa
    4. Google Dialogflow
    5. OpenAI API
    6. Botpress
    7. Voiceflow

    AI recommended 7 alternatives but never named m1heng/clawdbot-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
    fail

    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 m1heng/clawdbot-feishu?
    pass
    AI did not name m1heng/clawdbot-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 m1heng/clawdbot-feishu in production, what risks or prerequisites should they evaluate first?
    pass
    AI named m1heng/clawdbot-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 m1heng/clawdbot-feishu solve, and who is the primary audience?
    pass
    AI named m1heng/clawdbot-feishu explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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m1heng/clawdbot-feishu — 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