RRepoGEO

REPOGEO REPORT · LITE

showlab/computer_use_ootb

Default branch main · commit 21b05ae0 · scanned 6/21/2026, 5:23:16 PM

GitHub: 1,949 stars · 204 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
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 showlab/computer_use_ootb, 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
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-agent, gui-automation, desktop-automation, windows, macos, llm, computer-control, gradio
  • highreadme#2
    Add a descriptive H1 to the README

    Why:

    CURRENT
    <h2 align="center">
    <a href="https://computer-use-ootb.github.io">
        
    </a>
</h2>
    COPY-PASTE FIX
    <h1 align="center">Computer Use OOTB: Out-of-the-Box AI GUI Agent for Windows and macOS</h1>
  • mediumhomepage#3
    Add the project homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://computer-use-ootb.github.io

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 showlab/computer_use_ootb
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Playwright
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Playwright · recommended 1×
  2. Appium Desktop · recommended 1×
  3. UI Vision RPA · recommended 1×
  4. TagUI · recommended 1×
  5. SikuliX · recommended 1×
  • CATEGORY QUERY
    How can I automate desktop GUI interactions on Windows and macOS using AI without complex setup?
    you: not recommended
    AI recommended (in order):
    1. Playwright
    2. Appium Desktop
    3. UI Vision RPA
    4. TagUI
    5. SikuliX
    6. Robot Framework
    7. RPA.Desktop

    AI recommended 7 alternatives but never named showlab/computer_use_ootb. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a local AI agent to control my computer's graphical interface on Windows or Mac.
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Adept AI
    3. Open Interpreter
    4. AutoGPT
    5. Voiceflow
    6. Taskade
    7. Power Automate Desktop

    AI recommended 7 alternatives but never named showlab/computer_use_ootb. 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 showlab/computer_use_ootb?
    pass
    AI named showlab/computer_use_ootb explicitly

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

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