RRepoGEO

REPOGEO REPORT · LITE

Claw-Company/clawcompany

Default branch main · commit 0dbde2b0 · scanned 6/13/2026, 9:22:39 PM

GitHub: 574 stars · 73 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 Claw-Company/clawcompany, 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
    Add a clarifying sentence to the README's opening to prevent miscategorization

    Why:

    CURRENT
    **Open source AI company OS.** 38 roles. 6 templates. 4-layer memory. 9 tools. Your AI company remembers everything — locally.
    COPY-PASTE FIX
    **ClawCompany is an open-source AI operating system (AI OS), not a game.** It provides a robust framework for building autonomous AI teams, featuring 38 roles, 6 templates, 4-layer memory, and 9 tools. Your AI company remembers everything — locally.
  • highabout#2
    Populate the repository's About section homepage field

    Why:

    COPY-PASTE FIX
    Add the official project website URL (e.g., `https://clawcompany.com` or `https://your-project-website.com`) to the repository's About section.
  • mediumtopics#3
    Expand repository topics with more specific AI agent terminology

    Why:

    CURRENT
    agents, ai, ai-company-os, autonomous, company-os, llm, memory, multi-agent-flamework
    COPY-PASTE FIX
    Add the following topics: `ai-agents`, `agent-framework`, `autonomous-agents`, `ai-orchestration`, `multi-agent-system`.

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 Claw-Company/clawcompany
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AutoGPT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. AutoGPT · recommended 1×
  2. AgentGPT · recommended 1×
  3. BabyAGI · recommended 1×
  4. LangChain · recommended 1×
  5. LlamaIndex · recommended 1×
  • CATEGORY QUERY
    How to set up an open-source autonomous AI agent system with local memory?
    you: not recommended
    AI recommended (in order):
    1. AutoGPT
    2. AgentGPT
    3. BabyAGI
    4. LangChain
    5. LlamaIndex
    6. MemGPT
    7. Open Interpreter

    AI recommended 7 alternatives but never named Claw-Company/clawcompany. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are multi-agent AI frameworks for autonomous task execution with defined roles?
    you: not recommended
    AI recommended (in order):
    1. CrewAI
    2. AutoGen
    3. LangChain Agents
    4. MetaGPT
    5. MAD Framework

    AI recommended 5 alternatives but never named Claw-Company/clawcompany. 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 Claw-Company/clawcompany?
    pass
    AI named Claw-Company/clawcompany explicitly

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

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

Drop this badge into the README of Claw-Company/clawcompany. 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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HTML
<a href="https://repogeo.com/en/r/Claw-Company/clawcompany"><img src="https://repogeo.com/badge/Claw-Company/clawcompany.svg" alt="RepoGEO" /></a>
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Claw-Company/clawcompany — 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