RRepoGEO

REPOGEO REPORT · LITE

CodePhiliaX/youclaw

Default branch main · commit c40d840e · scanned 6/17/2026, 11:17:45 AM

GitHub: 717 stars · 167 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 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 CodePhiliaX/youclaw, 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
    Clarify YouClaw's core purpose in the README's opening

    Why:

    CURRENT
    Desktop AI Assistant powered by a multi-provider coding agent runtime
    COPY-PASTE FIX
    YouClaw is a powerful **Desktop AI Personal Assistant**, not a web scraper or YouTube downloader. It's powered by a multi-provider coding agent runtime, offering memory, skills, and scheduled tasks to help you tackle everything in work and life.
  • mediumtopics#2
    Add more specific topics for AI personal assistants

    Why:

    CURRENT
    ai, ai-agent, claude, claude-code, openclaw
    COPY-PASTE FIX
    ai, ai-agent, claude, claude-code, openclaw, personal-assistant, desktop-assistant, task-automation, memory, skills, multi-agent
  • lowreadme#3
    Move 'Features' section higher in the README

    Why:

    CURRENT
    ## Download & Install
    
    ### macOS
    Download the `.dmg` file from the Releases page, open it and drag **YouClaw** into Applications.
    
    > Apple Silicon (M1/M2/M3/M4) and Intel are both supported.
    
    ### Windows
    Download the `.exe` installer from Releases and run it.
    
    ### Linux
    🚧 Coming soon — stay tuned!
    
    ## Features
    Multi-Agent Management** — Create and configure multiple AI agents via YAML, each with its own personality, memory, and skills
    Multi-Channel** — Connect agents to Telegram, DingTalk, Feishu (Lark), QQ, and WeCom
    Browser Automation** — Built-in agent-browser skill
    COPY-PASTE FIX
    ## Features
    Multi-Agent Management** — Create and configure multiple AI agents via YAML, each with its own personality, memory, and skills
    Multi-Channel** — Connect agents to Telegram, DingTalk, Feishu (Lark), QQ, and WeCom
    Browser Automation** — Built-in agent-browser skill
    
    ## Download & Install
    
    ### macOS
    Download the `.dmg` file from the Releases page, open it and drag **YouClaw** into Applications.
    
    > Apple Silicon (M1/M2/M3/M4) and Intel are both supported.
    
    ### Windows
    Download the `.exe` installer from Releases and run it.
    
    ### Linux
    🚧 Coming soon — stay tuned!

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 CodePhiliaX/youclaw
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AutoGPT
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. AutoGPT · recommended 2×
  2. MemGPT · recommended 1×
  3. Jarvis · recommended 1×
  4. Mycroft AI · recommended 1×
  5. VoiceAttack · recommended 1×
  • CATEGORY QUERY
    What are robust AI personal assistants for desktop with memory and scheduled task capabilities?
    you: not recommended
    AI recommended (in order):
    1. MemGPT
    2. Jarvis
    3. Mycroft AI
    4. VoiceAttack
    5. AutoGPT
    6. BabyAGI

    AI recommended 6 alternatives but never named CodePhiliaX/youclaw. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an intelligent desktop agent that can execute code and integrate with multiple AI providers.
    you: not recommended
    AI recommended (in order):
    1. SuperAGI
    2. OpenAI
    3. Anthropic
    4. Hugging Face
    5. AutoGPT
    6. AgentGPT
    7. LangChain Agents
    8. Electron
    9. PyQt
    10. Tkinter
    11. Kivy
    12. Open Interpreter
    13. Microsoft Copilot
    14. OpenAI API
    15. Anthropic API
    16. Google Gemini

    AI recommended 16 alternatives but never named CodePhiliaX/youclaw. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 CodePhiliaX/youclaw?
    pass
    AI named CodePhiliaX/youclaw explicitly

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

  • If a team adopts CodePhiliaX/youclaw in production, what risks or prerequisites should they evaluate first?
    pass
    AI named CodePhiliaX/youclaw 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 CodePhiliaX/youclaw solve, and who is the primary audience?
    pass
    AI named CodePhiliaX/youclaw explicitly

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

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CodePhiliaX/youclaw — 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