RRepoGEO

REPOGEO REPORT · LITE

composio-community/open-claude-cowork

Default branch master · commit 52335ef5 · scanned 5/27/2026, 11:42:46 AM

GitHub: 4,199 stars · 711 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 composio-community/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
  • highreadme#1
    Strengthen README's core value proposition

    Why:

    CURRENT
    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.
    COPY-PASTE FIX
    Open Claude Cowork is an open-source desktop chat application powered by Claude Agent SDK and Composio Tool Router. It enables you to automate your work end-to-end across your desktop and over 500 SaaS applications, acting as your personal AI assistant for integrated task management.
  • mediumhomepage#2
    Add missing homepage URL

    Why:

    COPY-PASTE FIX
    https://platform.composio.dev
  • mediumtopics#3
    Expand topics to include key functionalities

    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, desktop-ai-assistant, saas-integration, task-automation, personal-assistant

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 composio-community/open-claude-cowork
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Zapier
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Zapier · recommended 1×
  2. OpenAI · recommended 1×
  3. Make · recommended 1×
  4. Google AI (Vertex AI) · recommended 1×
  5. Hugging Face · recommended 1×
  • CATEGORY QUERY
    How can I automate workflows across multiple SaaS applications using an AI agent?
    you: not recommended
    AI recommended (in order):
    1. Zapier
    2. OpenAI
    3. Make
    4. Google AI (Vertex AI)
    5. Hugging Face
    6. Microsoft Power Automate
    7. Workato
    8. Azure AI
    9. Google Cloud AI
    10. n8n
    11. Python
    12. Node.js
    13. OpenAI Python SDK
    14. Google Cloud AI Platform SDK
    15. AWS SageMaker SDK
    16. AWS Lambda
    17. Google Cloud Functions
    18. Azure Functions

    AI recommended 18 alternatives but never named composio-community/open-claude-cowork. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source desktop AI assistant to manage tasks and integrate with apps.
    you: not recommended
    AI recommended (in order):
    1. Mycroft AI
    2. Jarvis
    3. Rhasspy
    4. Open Assistant
    5. P.A.N.D.O.R.A.

    AI recommended 5 alternatives but never named composio-community/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 composio-community/open-claude-cowork?
    pass
    AI did not name composio-community/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?

  • If a team adopts composio-community/open-claude-cowork in production, what risks or prerequisites should they evaluate first?
    pass
    AI named composio-community/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 composio-community/open-claude-cowork solve, and who is the primary audience?
    pass
    AI named composio-community/open-claude-cowork explicitly

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

Embed your GEO score

Drop this badge into the README of composio-community/open-claude-cowork. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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  • Brand-free category queries5 vs 2 in Lite
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