RRepoGEO

REPOGEO REPORT · LITE

suitedaces/computer-agent

Default branch main · commit fbc559e3 · scanned 5/30/2026, 8:02:58 AM

GitHub: 644 stars · 78 forks

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 suitedaces/computer-agent, 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
  • hightopics#1
    Expand repository topics to include functional categories

    Why:

    CURRENT
    ai, ai-tools, anthropic, claude-3-5-sonnet, claude-4-5-opus, claude-4-5-sonnet, claude-4-6-opus, computer-use, gui, react, reactjs, rust, typescript
    COPY-PASTE FIX
    ai, ai-tools, ai-agent, anthropic, claude-3-5-sonnet, claude-4-5-opus, claude-4-5-sonnet, claude-4-6-opus, computer-use, desktop-automation, developer-tool, gui, gui-automation, human-computer-interaction, natural-language-processing, react, reactjs, rust, typescript, computer-vision
  • highhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/suitedaces/computer-agent
  • mediumreadme#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Add a section or sentence to the README, for example: 'This project is licensed under its own terms. Please see the LICENSE file for full details.'

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 suitedaces/computer-agent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AutoHotkey
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. AutoHotkey · recommended 2×
  2. Voiceflow · recommended 1×
  3. Zapier · recommended 1×
  4. Microsoft Power Automate Desktop · recommended 1×
  5. AI Builder · recommended 1×
  • CATEGORY QUERY
    How can I use AI to automate complex desktop workflows with natural language commands?
    you: not recommended
    AI recommended (in order):
    1. Voiceflow
    2. Zapier
    3. Microsoft Power Automate Desktop
    4. AI Builder
    5. Copilot
    6. UiPath Studio
    7. UiPath AI Center
    8. Robocorp
    9. spaCy
    10. NLTK
    11. Hugging Face Transformers
    12. AutoHotkey
    13. Windows Speech Recognition
    14. Tome.app

    AI recommended 14 alternatives but never named suitedaces/computer-agent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools enable an AI agent to control my computer's mouse and keyboard?
    you: not recommended
    AI recommended (in order):
    1. PyAutoGUI
    2. Selenium WebDriver
    3. Appium
    4. AutoHotkey
    5. Robot Framework
    6. pynput
    7. pyautogui

    AI recommended 7 alternatives but never named suitedaces/computer-agent. 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 suitedaces/computer-agent?
    pass
    AI named suitedaces/computer-agent explicitly

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

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

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

Embed your GEO score

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suitedaces/computer-agent — 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