RRepoGEO

REPOGEO REPORT · LITE

yuruotong1/autoMate

Default branch master · commit 4d7bd0c7 · scanned 7/1/2026, 6:42:14 PM

GitHub: 3,927 stars · 490 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
35 /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
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 yuruotong1/autoMate, 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 README's opening statement to emphasize 'AI agent'

    Why:

    CURRENT
    # autoMate

> **A smart NAS for AI.** Notes · files · reminders · memory · 40+ tools.
> Plug it into OpenClaw / Claude Desktop / Cursor / Cline as a tool
> source, or use it standalone via its built-in web chat.
    COPY-PASTE FIX
    # autoMate: An AI-driven Computer Use Agent

> **Your local automation assistant and smart NAS for AI.** It remembers context, stores files, and offers 40+ tools. Plug it into OpenClaw / Claude Desktop / Cursor / Cline as a tool source, or use it standalone via its built-in web chat.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    [Your project's official website or documentation URL]
  • mediumtopics#3
    Expand repository topics with more specific AI agent and desktop automation terms

    Why:

    CURRENT
    agent, ai, computeruse, deepseek, manus, ollama, omniparser, openai, openmanus, response, rpa
    COPY-PASTE FIX
    agent, ai, computeruse, deepseek, manus, ollama, omniparser, openai, openmanus, response, rpa, ai-agent, autonomous-agent, desktop-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 yuruotong1/autoMate
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. BabyAGI · recommended 2×
  3. LangChain · recommended 2×
  4. AgentGPT · recommended 1×
  5. SuperAGI · recommended 1×
  • CATEGORY QUERY
    How can I use natural language to automate complex desktop tasks with an AI agent?
    you: not recommended
    AI recommended (in order):
    1. AutoGPT
    2. AgentGPT
    3. SuperAGI
    4. BabyAGI
    5. Microsoft Power Automate Desktop
    6. UiPath Studio
    7. UiPath Apps
    8. UiPath Assistant
    9. Robocorp
    10. LangChain
    11. PyAutoGUI
    12. Selenium
    13. Playwright
    14. pywinauto
    15. Appium
    16. Tome
    17. Taskade

    AI recommended 17 alternatives but never named yuruotong1/autoMate. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI assistant remembers context across different chat tools for local computer control?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. GPT-4o
    3. GPT-4
    4. GPT-3.5 Turbo
    5. SQLite
    6. Redis
    7. Voiceflow
    8. Botpress
    9. LangChain
    10. LlamaIndex
    11. AutoGPT
    12. BabyAGI
    13. Raycast AI
    14. Alfred

    AI recommended 14 alternatives but never named yuruotong1/autoMate. 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 yuruotong1/autoMate?
    pass
    AI named yuruotong1/autoMate explicitly

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

  • If a team adopts yuruotong1/autoMate in production, what risks or prerequisites should they evaluate first?
    pass
    AI named yuruotong1/autoMate 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 yuruotong1/autoMate solve, and who is the primary audience?
    pass
    AI named yuruotong1/autoMate 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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yuruotong1/autoMate — 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