RRepoGEO

REPOGEO REPORT · LITE

ComposioHQ/open-claude-cowork

Default branch master · commit 52335ef5 · scanned 6/17/2026, 7:27:55 PM

GitHub: 4,261 stars · 728 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 ComposioHQ/open-claude-cowork, 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
  • highhomepage#1
    Add the official homepage URL to repository metadata

    Why:

    COPY-PASTE FIX
    https://platform.composio.dev
  • highreadme#2
    Reposition the README's H1 and opening paragraph to emphasize 'ready-to-use desktop AI assistant'

    Why:

    CURRENT
    <p align="center">
  <h1 align="center">Open Claude Cowork</h1>
</p>

...

<p align="center">
  An open-source desktop chat application powered by Claude Agent SDK and Composio Tool Router. Automate your work end-to-end across desktop and all your work apps in one place.
</p>
    COPY-PASTE FIX
    <p align="center">
  <h1 align="center">Open Claude Cowork: Your Desktop AI Assistant for End-to-End Automation</h1>
</p>

...

<p align="center">
  Open Claude Cowork is a ready-to-use, open-source desktop chat application that leverages the Claude Agent SDK and Composio Tool Router. It empowers you to automate your work end-to-end across your desktop and all your integrated work apps, all from one central place.
</p>
  • mediumtopics#3
    Add more specific topics to reinforce the repo's identity as a desktop AI assistant and automation solution

    Why:

    CURRENT
    aiagents, anthropic, anthropic-claude, claude-code, claude-cowork, eclectron-app, opencode, workflow-automation
    COPY-PASTE FIX
    aiagents, anthropic, anthropic-claude, claude-code, claude-cowork, eclectron-app, opencode, workflow-automation, ai-assistant, desktop-app, productivity-tool, saas-automation

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 ComposioHQ/open-claude-cowork
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. LlamaIndex · recommended 1×
  3. Haystack · recommended 1×
  4. AutoGen · recommended 1×
  5. CrewAI · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source AI agent framework to automate workflows across many business applications.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. AutoGen
    5. CrewAI

    AI recommended 5 alternatives but never named ComposioHQ/open-claude-cowork. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to build a desktop conversational AI assistant for end-to-end task automation across various tools?
    you: not recommended
    AI recommended (in order):
    1. SpeechRecognition (Uberi/speech_recognition)
    2. pyttsx3 (nateshmbhat/pyttsx3)
    3. Selenium (SeleniumHQ/selenium)
    4. pyautogui (asweigart/pyautogui)
    5. spaCy (explosion/spaCy)
    6. NLTK (nltk/nltk)
    7. Rasa (RasaHQ/rasa)
    8. os
    9. subprocess
    10. Voiceflow
    11. Flask (pallets/flask)
    12. Microsoft Power Automate Desktop
    13. Microsoft Power Virtual Agents
    14. AI Builder
    15. AutoHotkey (AutoHotkey/AutoHotkey)
    16. AppleScript
    17. Node.js (nodejs/node)
    18. Tasker
    19. Shortcuts
    20. Google Dialogflow
    21. Amazon Lex

    AI recommended 21 alternatives but never named ComposioHQ/open-claude-cowork. 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 ComposioHQ/open-claude-cowork?
    pass
    AI named ComposioHQ/open-claude-cowork explicitly

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

  • If a team adopts ComposioHQ/open-claude-cowork in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ComposioHQ/open-claude-cowork 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 ComposioHQ/open-claude-cowork solve, and who is the primary audience?
    pass
    AI did not name ComposioHQ/open-claude-cowork — 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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ComposioHQ/open-claude-cowork — 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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