RRepoGEO

REPOGEO REPORT · LITE

GreenSheep01201/claw-empire

Default branch main · commit 66a24ea7 · scanned 5/14/2026, 4:07:02 PM

GitHub: 1,148 stars · 227 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 GreenSheep01201/claw-empire, 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
    Update README H1 to clarify project type

    Why:

    CURRENT
    <h1 align="center">Claw-Empire</h1>
    COPY-PASTE FIX
    <h1 align="center">Claw-Empire: AI Agent Office Simulator & Orchestration Platform</h1>
  • mediumtopics#2
    Add broader AI agent orchestration topics

    Why:

    CURRENT
    agentic-workflow, agents, ochestration, openclaw, openclaw-agent, openclaw-extension, openclaw-plugin
    COPY-PASTE FIX
    ai-agents, multi-agent-systems, agent-orchestration, llm-agents, ai-simulation, virtual-company, cli-automation, api-integration, agentic-workflow, agents, ochestration, openclaw, openclaw-agent, openclaw-extension, openclaw-plugin
  • lowhomepage#3
    Add a homepage URL to the repository About section

    Why:

    COPY-PASTE FIX
    https://github.com/GreenSheep01201/claw-empire

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 GreenSheep01201/claw-empire
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. Haystack · recommended 2×
  3. CrewAI · recommended 2×
  4. LlamaIndex · recommended 1×
  5. AutoGPT · recommended 1×
  • CATEGORY QUERY
    Need a local-first platform to orchestrate multiple AI agents and external tools for tasks.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. AutoGPT
    4. Haystack
    5. CrewAI
    6. Open Interpreter
    7. BabyAGI

    AI recommended 7 alternatives but never named GreenSheep01201/claw-empire. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a tool to simulate a virtual company of AI agents integrating CLI and API models.
    you: not recommended
    AI recommended (in order):
    1. AutoGen
    2. LangChain
    3. CrewAI
    4. OpenAI Assistants API
    5. Haystack
    6. Custom Python Scripting

    AI recommended 6 alternatives but never named GreenSheep01201/claw-empire. 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 GreenSheep01201/claw-empire?
    pass
    AI did not name GreenSheep01201/claw-empire — 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 GreenSheep01201/claw-empire in production, what risks or prerequisites should they evaluate first?
    pass
    AI named GreenSheep01201/claw-empire 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 GreenSheep01201/claw-empire solve, and who is the primary audience?
    pass
    AI named GreenSheep01201/claw-empire explicitly

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

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MARKDOWN (README)
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GreenSheep01201/claw-empire — 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